{"slug": "shelf-scoring", "title": "Shelf scoring: 838 tools under one rubric", "definition": "One row per tool we evaluated. Score = activity 30 + popularity 25 + usability 30 + compliance 15 = 100. Verdict: shelf at 70 or above, watch from 40 to 69, dropped below 40. \"Usable\" requires at least two independent signals to agree. Raw evidence blobs are kept private; the scores behind them are published here.", "source": "InfoGap own shelf collector (github + Hacker News candidates, 2026-09-29 run), rubric shelf-v3. Source file: _data/shelf.json, generated 2026-09-29T08:16:17+08:00.", "license": "CC BY-NC 4.0", "counts": {"total": 838, "shelf": 260, "observe": 542, "dropped": 36, "shelf_rate": 0.3103, "by_category": {"模型": 192, "编程": 154, "设计": 115, "视频": 98, "数据": 72, "效率": 64, "其它": 62, "写作": 62, "营销": 19}, "by_source": {"github": 722, "hn": 116}, "rubric_version": "shelf-v3", "source_generated_at": "2026-09-29T08:16:17+08:00"}, "generator": "InfoGap export_datasets.py", "generated_at": "2026-09-29T19:49:45+08:00", "records": [{"name": "NousResearch/hermes-agent", "url": "https://github.com/NousResearch/hermes-agent", "source": "github", "stars": 249795, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 28, "compliance": 15, "score_total": 98, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "The 智能体 可 grows 支持 you"}, {"name": "anomalyco/opencode", "url": "https://github.com/anomalyco/opencode", "source": "github", "stars": 210628, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 28, "compliance": 15, "score_total": 98, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "The 开源 编程 智能体"}, {"name": "tensorflow/tensorflow", "url": "https://github.com/tensorflow/tensorflow", "source": "github", "stars": 200592, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 28, "compliance": 15, "score_total": 98, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "An 开源 Machine Learning 框架 面向 Everyone"}, {"name": "microsoft/vscode", "url": "https://github.com/microsoft/vscode", "source": "github", "stars": 193231, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 28, "compliance": 15, "score_total": 98, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "Visual Studio 代码"}, {"name": "huggingface/transformers", "url": "https://github.com/huggingface/transformers", "source": "github", "stars": 166770, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 28, "compliance": 15, "score_total": 98, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "🤗 Transformers: the 模型-definition 框架 面向 state-of-the-art machine learning 模型 in text, vision, 音频, 和 multimodal 模型, 面向 both 推理 和 训练"}, {"name": "Graphify-Labs/graphify", "url": "https://github.com/Graphify-Labs/graphify", "source": "github", "stars": 122154, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 28, "compliance": 15, "score_total": 98, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Turn 任意 codebase, 支持 its docs, SQL schemas, configs, 和 PDFs, into a queryable knowledge graph. A /graphify skill 面向 Claude 代码, Cursor, Codex, 和 Gemini CLI: local deterministic AST parsing, every edge explained, no vector store"}, {"name": "godotengine/godot", "url": "https://github.com/godotengine/godot", "source": "github", "stars": 117904, "license": "MIT", "category": "设计", "activity": 30, "popularity": 25, "usability": 28, "compliance": 15, "score_total": 98, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Godot Engine – Multi-平台 2D 和 3D game engine"}, {"name": "denoland/deno", "url": "https://github.com/denoland/deno", "source": "github", "stars": 108548, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 28, "compliance": 15, "score_total": 98, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "A 现代 runtime 面向 JavaScript 和 TypeScript"}, {"name": "Anduin2017/HowToCook", "url": "https://github.com/Anduin2017/HowToCook", "source": "github", "stars": 102362, "license": "Unlicense", "category": "编程", "activity": 30, "popularity": 25, "usability": 28, "compliance": 15, "score_total": 98, "verdict": "上架", "last_commit_or_update": "2026-09-23", "one_line": "编程类开源项目：Programmer's guide about how to cook at home"}, {"name": "unclecode/crawl4ai", "url": "https://github.com/unclecode/crawl4ai", "source": "github", "stars": 84422, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 28, "compliance": 15, "score_total": 98, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "开源 web crawler 和 scraper 面向 LLMs 和 AI 智能体: 任意 website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud 支持 one key"}, {"name": "unslothai/unsloth", "url": "https://github.com/unslothai/unsloth", "source": "github", "stars": 76954, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 28, "compliance": 15, "score_total": 98, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Local UI to run 和 train LLMs 和 diffusion 模型. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX 和 more"}, {"name": "MemPalace/mempalace", "url": "https://github.com/MemPalace/mempalace", "source": "github", "stars": 59341, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 28, "compliance": 15, "score_total": 98, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "The best-benchmarked 开源 AI memory system. 和 it's 免费"}, {"name": "penpot/penpot", "url": "https://github.com/penpot/penpot", "source": "github", "stars": 60478, "license": "MPL-2.0", "category": "设计", "activity": 30, "popularity": 25, "usability": 28, "compliance": 15, "score_total": 98, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Penpot: The 开源 设计 平台 面向 Product teams 可 need scalable collaboration"}, {"name": "jgthms/bulma", "url": "https://github.com/jgthms/bulma", "source": "github", "stars": 50059, "license": "MIT", "category": "设计", "activity": 30, "popularity": 25, "usability": 28, "compliance": 15, "score_total": 98, "verdict": "上架", "last_commit_or_update": "2026-09-21", "one_line": "现代 CSS 框架 基于 on Flexbox"}, {"name": "mrdoob/three.js", "url": "https://github.com/mrdoob/three.js", "source": "github", "stars": 116032, "license": "MIT", "category": "设计", "activity": 30, "popularity": 25, "usability": 25, "compliance": 15, "score_total": 95, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "JavaScript 3D 库"}, {"name": "microsoft/TypeScript", "url": "https://github.com/microsoft/TypeScript", "source": "github", "stars": 111258, "license": "Apache-2.0", "category": "其它", "activity": 30, "popularity": 25, "usability": 25, "compliance": 15, "score_total": 95, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "TypeScript is a superset of JavaScript 可 compiles to clean JavaScript output"}, {"name": "ray-project/ray", "url": "https://github.com/ray-project/ray", "source": "github", "stars": 43940, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 28, "compliance": 15, "score_total": 93, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "Ray is an AI compute engine. Ray consists of a core distributed runtime 和 a set of AI Libraries 面向 accelerating ML workloads"}, {"name": "HKUDS/LightRAG", "url": "https://github.com/HKUDS/LightRAG", "source": "github", "stars": 39906, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 28, "compliance": 15, "score_total": 93, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "[EMNLP2025] LightRAG: 简单 和 快速 Retrieval-Augmented 生成"}, {"name": "microsoft/graphrag", "url": "https://github.com/microsoft/graphrag", "source": "github", "stars": 36143, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 28, "compliance": 15, "score_total": 93, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "A modular graph-基于 Retrieval-Augmented 生成 (RAG) system"}, {"name": "Zackriya-Solutions/meetily", "url": "https://github.com/Zackriya-Solutions/meetily", "source": "github", "stars": 31212, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 28, "compliance": 15, "score_total": 93, "verdict": "上架", "last_commit_or_update": "2026-09-15", "one_line": "Privacy first, AI meeting assistant 支持 4x faster Parakeet/Whisper live transcription, speaker diarization, 和 Ollama summarization built on Rust. 100% local processing. no cloud required. Meetily (Meetly Ai - https://meetily.ai) is the #1 可自部署, 开源 Ai meeting 笔记 taker 面向 macOS & Windows. Understand How to write meeting minutes"}, {"name": "yamadashy/repomix", "url": "https://github.com/yamadashy/repomix", "source": "github", "stars": 28529, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 28, "compliance": 15, "score_total": 93, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "📦 Repomix is a 强大 工具 可 packs 你的 entire repository into a single, AI-friendly file. Perfect 面向 when you need to feed 你的 codebase to Large Language 模型 (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, 和 more"}, {"name": "1jehuang/jcode", "url": "https://github.com/1jehuang/jcode", "source": "github", "stars": 20198, "license": "MIT", "category": "编程", "activity": 30, "popularity": 20, "usability": 28, "compliance": 15, "score_total": 93, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "编程类开源项目：The most RAM efficient harness"}, {"name": "plotly/dash", "url": "https://github.com/plotly/dash", "source": "github", "stars": 24440, "license": "MIT", "category": "数据", "activity": 30, "popularity": 20, "usability": 28, "compliance": 15, "score_total": 93, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "数据 Apps & Dashboards 面向 Python. No JavaScript Required"}, {"name": "firecrawl/firecrawl", "url": "https://github.com/firecrawl/firecrawl", "source": "github", "stars": 185997, "license": "AGPL-3.0", "category": "数据", "activity": 30, "popularity": 25, "usability": 28, "compliance": 8, "score_total": 91, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "The web 数据 API to 搜索, scrape, 和 interact at scale. 🔥"}, {"name": "clash-verge-rev/clash-verge-rev", "url": "https://github.com/clash-verge-rev/clash-verge-rev", "source": "github", "stars": 148037, "license": "GPL-3.0", "category": "设计", "activity": 30, "popularity": 25, "usability": 28, "compliance": 8, "score_total": 91, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "A 现代 GUI client 基于 on Tauri, designed to run in Windows, macOS 和 Linux 面向 tailored proxy experience"}, {"name": "Comfy-Org/ComfyUI", "url": "https://github.com/Comfy-Org/ComfyUI", "source": "github", "stars": 135370, "license": "GPL-3.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 28, "compliance": 8, "score_total": 91, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "The most 强大 和 modular diffusion 模型 GUI, api 和 backend 支持 a graph/nodes interface. The fastest local 推理 engine in the world"}, {"name": "public-apis/public-apis", "url": "https://github.com/public-apis/public-apis", "source": "github", "stars": 484107, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 18, "compliance": 15, "score_total": 88, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "A collective list of 免费 APIs"}, {"name": "ohmyzsh/ohmyzsh", "url": "https://github.com/ohmyzsh/ohmyzsh", "source": "github", "stars": 189981, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 18, "compliance": 15, "score_total": 88, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "🙃 A delightful community-driven (支持 2,500+ contributors) 框架 面向 managing 你的 zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up 你的 morning, 和 an auto-update 工具 可 makes it easy to keep up 支持 the latest updates from the community"}, {"name": "kubernetes/kubernetes", "url": "https://github.com/kubernetes/kubernetes", "source": "github", "stars": 128083, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 25, "usability": 18, "compliance": 15, "score_total": 88, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Production-Grade Container Scheduling 和 Management"}, {"name": "mem0ai/mem0", "url": "https://github.com/mem0ai/mem0", "source": "github", "stars": 66238, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 18, "compliance": 15, "score_total": 88, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "The Memory Layer 面向 AI 智能体 - Drop-in memory infrastructure 面向 AI 智能体 和 apps. Context 可 persists. Built 面向 production"}, {"name": "siyuan-note/siyuan", "url": "https://github.com/siyuan-note/siyuan", "source": "github", "stars": 46543, "license": "AGPL-3.0", "category": "写作", "activity": 30, "popularity": 20, "usability": 28, "compliance": 8, "score_total": 86, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "An 开源, privacy-first, 可自部署 knowledge workspace where humans 和 AI 智能体 work together 开源、隐私优先、自托管的知识工作空间，让人与智能体在此协作"}, {"name": "e2b-dev/E2B", "url": "https://github.com/e2b-dev/E2B", "source": "github", "stars": 14009, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 13, "usability": 28, "compliance": 15, "score_total": 86, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "开源, secure environment 支持 real-world tools 面向 enterprise-grade 智能体"}, {"name": "EvoScientist/EvoScientist", "url": "https://github.com/EvoScientist/EvoScientist", "source": "github", "stars": 5026, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 13, "usability": 28, "compliance": 15, "score_total": 86, "verdict": "上架", "last_commit_or_update": "2026-09-26", "one_line": "🔬 Harness Vibe Research 支持 Self-evolving AI Scientists"}, {"name": "nextcloud/server", "url": "https://github.com/nextcloud/server", "source": "github", "stars": 36949, "license": "AGPL-3.0", "category": "设计", "activity": 30, "popularity": 20, "usability": 28, "compliance": 8, "score_total": 86, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "☁️ Nextcloud server, a safe home 面向 全部 你的 数据"}, {"name": "bytedance/xgplayer", "url": "https://github.com/bytedance/xgplayer", "source": "github", "stars": 9302, "license": "MIT", "category": "视频", "activity": 30, "popularity": 13, "usability": 28, "compliance": 15, "score_total": 86, "verdict": "上架", "last_commit_or_update": "2026-09-17", "one_line": "A HTML5 视频 player 支持 a parser 可 saves traffic"}, {"name": "sindresorhus/Gifski", "url": "https://github.com/sindresorhus/Gifski", "source": "github", "stars": 8568, "license": "MIT", "category": "视频", "activity": 30, "popularity": 13, "usability": 28, "compliance": 15, "score_total": 86, "verdict": "上架", "last_commit_or_update": "2026-09-11", "one_line": "🌈 转换 videos to high-quality GIFs on 你的 Mac"}, {"name": "PRQL/prql", "url": "https://github.com/PRQL/prql", "source": "github", "stars": 10917, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 13, "usability": 28, "compliance": 15, "score_total": 86, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "PRQL is a 现代 language 面向 transforming 数据 — a 简单, 强大, pipelined SQL replacement"}, {"name": "mage-ai/mage-ai", "url": "https://github.com/mage-ai/mage-ai", "source": "github", "stars": 8826, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 13, "usability": 28, "compliance": 15, "score_total": 86, "verdict": "上架", "last_commit_or_update": "2026-09-11", "one_line": "🧙 构建, run, 和 管理 数据 pipelines 面向 integrating 和 transforming 数据"}, {"name": "cloudquery/cloudquery", "url": "https://github.com/cloudquery/cloudquery", "source": "github", "stars": 6530, "license": "MPL-2.0", "category": "数据", "activity": 30, "popularity": 13, "usability": 28, "compliance": 15, "score_total": 86, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "数据 pipelines 面向 cloud config 和 security 数据. 构建 cloud asset inventory, CSPM, FinOps, 和 vulnerability management solutions. Extract from AWS, Azure, GCP, 和 70+ cloud 和 SaaS sources"}, {"name": "dlt-hub/dlt", "url": "https://github.com/dlt-hub/dlt", "source": "github", "stars": 5908, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 13, "usability": 28, "compliance": 15, "score_total": 86, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "数据 load 工具 (dlt) is an 开源 Python 库 可 makes 数据 loading easy 🛠️"}, {"name": "ArroyoSystems/arroyo", "url": "https://github.com/ArroyoSystems/arroyo", "source": "github", "stars": 5041, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 13, "usability": 28, "compliance": 15, "score_total": 86, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "数据类开源项目：Distributed stream processing engine in Rust"}, {"name": "matomo-org/matomo", "url": "https://github.com/matomo-org/matomo", "source": "github", "stars": 21910, "license": "GPL-3.0", "category": "数据", "activity": 30, "popularity": 20, "usability": 28, "compliance": 8, "score_total": 86, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Empowering People Ethically 🚀 — Matomo is hiring! Join us → https://matomo.org/jobs Matomo is the leading 开源 alternative to Google 分析, giving you complete control 和 built-in privacy. Easily collect, visualise, 和 analyse 数据 from websites & apps. Star us on GitHub ⭐️ – Pull Requests welcome!"}, {"name": "JerryZLiu/Dayflow", "url": "https://github.com/JerryZLiu/Dayflow", "source": "github", "stars": 7197, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 28, "compliance": 15, "score_total": 86, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "The automatic work journal/time tracker. Privately turns 你的 screen into a timeline of what you actually accomplished. 开源 和 local-first"}, {"name": "vercel/next.js", "url": "https://github.com/vercel/next.js", "source": "github", "stars": 142857, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 15, "compliance": 15, "score_total": 85, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "The React 框架"}, {"name": "Zulko/moviepy", "url": "https://github.com/Zulko/moviepy", "source": "github", "stars": 14930, "license": "MIT", "category": "视频", "activity": 29, "popularity": 13, "usability": 28, "compliance": 15, "score_total": 85, "verdict": "上架", "last_commit_or_update": "2026-08-26", "one_line": "视频 editing 支持 Python"}, {"name": "openclaw/openclaw", "url": "https://github.com/openclaw/openclaw", "source": "github", "stars": 390733, "license": "NOASSERTION", "category": "数据", "activity": 30, "popularity": 25, "usability": 28, "compliance": 0, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "The AI 可 really does things. 任意 OS. 任意 平台. The lobster way. 🦞"}, {"name": "awesome-selfhosted/awesome-selfhosted", "url": "https://github.com/awesome-selfhosted/awesome-selfhosted", "source": "github", "stars": 322494, "license": "NOASSERTION", "category": "效率", "activity": 30, "popularity": 25, "usability": 28, "compliance": 0, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-26", "one_line": "A list of 免费 Software network services 和 web applications which can be hosted on 你的 own servers"}, {"name": "obra/superpowers", "url": "https://github.com/obra/superpowers", "source": "github", "stars": 292503, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "An agentic skills 框架 & software development methodology 可 works"}, {"name": "practical-tutorials/project-based-learning", "url": "https://github.com/practical-tutorials/project-based-learning", "source": "github", "stars": 285130, "license": "MIT", "category": "其它", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Curated list of project-基于 tutorials"}, {"name": "affaan-m/ECC", "url": "https://github.com/affaan-m/ECC", "source": "github", "stars": 268981, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "The 智能体 harness performance optimization system. Skills, instincts, memory, security, 和 research-first development 面向 Claude 代码, Codex, Opencode, Cursor 和 beyond"}, {"name": "react/react", "url": "https://github.com/react/react", "source": "github", "stars": 250811, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "The 库 面向 web 和 native user interfaces"}, {"name": "yt-dlp/yt-dlp", "url": "https://github.com/yt-dlp/yt-dlp", "source": "github", "stars": 194154, "license": "Unlicense", "category": "视频", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "A feature-rich command-line 音频/视频 downloader"}, {"name": "Significant-Gravitas/AutoGPT", "url": "https://github.com/Significant-Gravitas/AutoGPT", "source": "github", "stars": 187595, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 25, "usability": 28, "compliance": 0, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "AutoGPT is the vision of accessible AI 面向 everyone, to use 和 to 构建 on. Our mission is to provide the tools, so 可 you can focus on what matters"}, {"name": "microsoft/markitdown", "url": "https://github.com/microsoft/markitdown", "source": "github", "stars": 187473, "license": "MIT", "category": "效率", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-21", "one_line": "Python 工具 面向 converting files 和 office documents to Markdown"}, {"name": "ollama/ollama", "url": "https://github.com/ollama/ollama", "source": "github", "stars": 181870, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Get up 和 running 支持 Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma 和 other 模型"}, {"name": "github/gitignore", "url": "https://github.com/github/gitignore", "source": "github", "stars": 175960, "license": "CC0-1.0", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "编程类开源项目：A collection of useful .gitignore templates"}, {"name": "twbs/bootstrap", "url": "https://github.com/twbs/bootstrap", "source": "github", "stars": 174934, "license": "MIT", "category": "设计", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "The most popular HTML, CSS, 和 JavaScript 框架 面向 developing responsive, mobile first projects on the web"}, {"name": "f/prompts.chat", "url": "https://github.com/f/prompts.chat", "source": "github", "stars": 171508, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 25, "usability": 28, "compliance": 0, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-09", "one_line": "f.k.a. Awesome ChatGPT Prompts. Share, discover, 和 collect prompts from the community. 免费 和 开源 — self-host 面向 你的 organization 支持 complete privacy"}, {"name": "langflow-ai/langflow", "url": "https://github.com/langflow-ai/langflow", "source": "github", "stars": 155340, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Langflow is a 强大 工具 面向 building 和 deploying AI-powered 智能体 和 workflows"}, {"name": "Genymobile/scrcpy", "url": "https://github.com/Genymobile/scrcpy", "source": "github", "stars": 150578, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Display 和 control 你的 Android device"}, {"name": "DietrichGebert/ponytail", "url": "https://github.com/DietrichGebert/ponytail", "source": "github", "stars": 147547, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-14", "one_line": "Makes 你的 AI 智能体 think like the laziest senior dev in the room. The best 代码 is the 代码 you never wrote"}, {"name": "langchain-ai/langchain", "url": "https://github.com/langchain-ai/langchain", "source": "github", "stars": 147212, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "The 智能体 engineering 平台"}, {"name": "github/spec-kit", "url": "https://github.com/github/spec-kit", "source": "github", "stars": 139282, "license": "MIT", "category": "效率", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "💫 工具箱 to help you get started 支持 SDD or 任意 other process!"}, {"name": "excalidraw/excalidraw", "url": "https://github.com/excalidraw/excalidraw", "source": "github", "stars": 133171, "license": "MIT", "category": "设计", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Virtual whiteboard 面向 sketching hand-drawn like diagrams"}, {"name": "react/react-native", "url": "https://github.com/react/react-native", "source": "github", "stars": 126750, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "A 框架 面向 building native applications 基于 React"}, {"name": "harry0703/MoneyPrinterTurbo", "url": "https://github.com/harry0703/MoneyPrinterTurbo", "source": "github", "stars": 126677, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。生成 HD short videos from a topic or keyword 支持 an automated AI 工作流"}, {"name": "electron/electron", "url": "https://github.com/electron/electron", "source": "github", "stars": 123298, "license": "MIT", "category": "设计", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": ":electron: 构建 cross-平台 desktop apps 支持 JavaScript, HTML, 和 CSS"}, {"name": "rust-lang/rust", "url": "https://github.com/rust-lang/rust", "source": "github", "stars": 119281, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Empowering everyone to 构建 reliable 和 efficient software"}, {"name": "VoltAgent/awesome-design-md", "url": "https://github.com/VoltAgent/awesome-design-md", "source": "github", "stars": 118594, "license": "MIT", "category": "设计", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-21", "one_line": "A collection of 设计.md files 分析 by popular brand 设计 systems. Drop one into 你的 project 和 let 编程 智能体 生成 a matching UI"}, {"name": "browser-use/browser-use", "url": "https://github.com/browser-use/browser-use", "source": "github", "stars": 116626, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-26", "one_line": "智能体 可 use the browser"}, {"name": "jaywcjlove/awesome-mac", "url": "https://github.com/jaywcjlove/awesome-mac", "source": "github", "stars": 115069, "license": "CC0-1.0", "category": "其它", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": " This project is dedicated to collecting high-quality macOS software 和 organizing them systematically by different categories 面向 easy 搜索 和 use"}, {"name": "tauri-apps/tauri", "url": "https://github.com/tauri-apps/tauri", "source": "github", "stars": 111466, "license": "Apache-2.0", "category": "其它", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "构建 smaller, faster, 和 more secure desktop 和 mobile applications 支持 a web frontend"}, {"name": "supabase/supabase", "url": "https://github.com/supabase/supabase", "source": "github", "stars": 110862, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "The Postgres development 平台. Supabase gives you a dedicated Postgres 数据库 to 构建 你的 web, mobile, 和 AI applications"}, {"name": "openai/whisper", "url": "https://github.com/openai/whisper", "source": "github", "stars": 109704, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-08-31", "one_line": "模型类开源项目：Robust Speech Recognition via Large-Scale Weak Supervision"}, {"name": "axios/axios", "url": "https://github.com/axios/axios", "source": "github", "stars": 109244, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "Promise 基于 HTTP client 面向 the browser 和 node.js"}, {"name": "TauricResearch/TradingAgents", "url": "https://github.com/TauricResearch/TradingAgents", "source": "github", "stars": 109104, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "TradingAgents: Multi-智能体 LLM Financial Trading 框架"}, {"name": "google-gemini/gemini-cli", "url": "https://github.com/google-gemini/gemini-cli", "source": "github", "stars": 107177, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "An 开源 AI 智能体 可 brings the power of Gemini directly into 你的 terminal"}, {"name": "rasbt/LLMs-from-scratch", "url": "https://github.com/rasbt/LLMs-from-scratch", "source": "github", "stars": 105722, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 25, "usability": 28, "compliance": 0, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-22", "one_line": "模型类开源项目：Implement a ChatGPT-like LLM in PyTorch from scratch, step by step"}, {"name": "fastapi/fastapi", "url": "https://github.com/fastapi/fastapi", "source": "github", "stars": 102701, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "FastAPI 框架, high performance, easy to learn, 快速 to 代码, ready 面向 production"}, {"name": "angular/angular", "url": "https://github.com/angular/angular", "source": "github", "stars": 101026, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Deliver web apps 支持 confidence 🚀"}, {"name": "addyosmani/agent-skills", "url": "https://github.com/addyosmani/agent-skills", "source": "github", "stars": 99699, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-26", "one_line": "Production-grade engineering skills 面向 AI 编程 智能体"}, {"name": "vllm-project/vllm", "url": "https://github.com/vllm-project/vllm", "source": "github", "stars": 92886, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "A high-throughput 和 memory-efficient 推理 和 serving engine 面向 LLMs"}, {"name": "OpenHands/OpenHands", "url": "https://github.com/OpenHands/OpenHands", "source": "github", "stars": 89411, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "模型类开源项目：🙌 OpenHands: AI-Driven Development"}, {"name": "bytedance/deer-flow", "url": "https://github.com/bytedance/deer-flow", "source": "github", "stars": 83166, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "An 开源 long-horizon SuperAgent harness 可 researches, codes, 和 creates. 支持 the help of sandboxes, memories, tools, skill, subagents 和 message gateway, it handles different levels of tasks 可 could take minutes to hours"}, {"name": "rtk-ai/rtk", "url": "https://github.com/rtk-ai/rtk", "source": "github", "stars": 81927, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "CLI proxy 可 reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies"}, {"name": "hiyouga/LlamaFactory", "url": "https://github.com/hiyouga/LlamaFactory", "source": "github", "stars": 75156, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "模型类开源项目：Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)"}, {"name": "headroomlabs-ai/headroom", "url": "https://github.com/headroomlabs-ai/headroom", "source": "github", "stars": 74033, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Compress 工具 outputs, logs, files, 和 RAG chunks before they reach the LLM. 20% fewer tokens 面向 编程 智能体, 60-95% fewer tokens 面向 JSON, same answers. 库, proxy, MCP server"}, {"name": "Mintplex-Labs/anything-llm", "url": "https://github.com/Mintplex-Labs/anything-llm", "source": "github", "stars": 66563, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Stop renting 你的 intelligence. Own it 支持 AnythingLLM. Everything you need 面向 a 强大 local-first 智能体 experience"}, {"name": "ZhuLinsen/daily_stock_analysis", "url": "https://github.com/ZhuLinsen/daily_stock_analysis", "source": "github", "stars": 65762, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock 分析 system 支持 multi-source market 数据, real-time news, decision 仪表盘, automated notifications, 和 cost-免费 scheduled runs"}, {"name": "blader/humanizer", "url": "https://github.com/blader/humanizer", "source": "github", "stars": 52643, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "智能体 skill 可 removes signs of AI-generated 写作 from text"}, {"name": "run-llama/llama_index", "url": "https://github.com/run-llama/llama_index", "source": "github", "stars": 52340, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "LlamaIndex is the document processing 平台 面向 AI"}, {"name": "bojieli/ai-agent-book", "url": "https://github.com/bojieli/ai-agent-book", "source": "github", "stars": 51521, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "《深入理解 AI 智能体：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码"}, {"name": "esengine/DeepSeek-Reasonix", "url": "https://github.com/esengine/DeepSeek-Reasonix", "source": "github", "stars": 35705, "license": "MIT", "category": "编程", "activity": 30, "popularity": 20, "usability": 18, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "DeepSeek-native AI 编程 智能体 面向 你的 terminal. Engineered around prefix-cache stability — leave it running"}, {"name": "deepset-ai/haystack", "url": "https://github.com/deepset-ai/haystack", "source": "github", "stars": 26624, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 18, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "开源 AI orchestration 框架 面向 building context-engineered, production-ready LLM applications. 设计 modular pipelines 和 智能体 workflows 支持 explicit control over retrieval, routing, memory, 和 生成. Built 面向 scalable 智能体, RAG, multimodal applications, semantic 搜索, 和 conversational systems"}, {"name": "Panniantong/Agent-Reach", "url": "https://github.com/Panniantong/Agent-Reach", "source": "github", "stars": 85992, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-15", "one_line": "Give 你的 AI 智能体 eyes to see the entire internet. Read & 搜索 Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees"}, {"name": "career-ops-hq/career-ops", "url": "https://github.com/career-ops-hq/career-ops", "source": "github", "stars": 73003, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "开源 AI job 搜索: scan job portals, evaluate listings into a structured A-H report 支持 a global 1-5 score, tailor 你的 CV, track applications — runs locally in 你的 AI 编程 CLI (Claude 代码, Codex, OpenCode, Antigravity…)"}, {"name": "hugohe3/ppt-master", "url": "https://github.com/hugohe3/ppt-master", "source": "github", "stars": 56837, "license": "MIT", "category": "写作", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "AI turns documents or topics into real, native PowerPoint decks—支持 native shapes, transitions 和 animations, 数据-backed charts 和 tables on demand, 音频 narration from speaker 笔记, 和 support 面向 你的 own .pptx templates. · by Hugo He"}, {"name": "milligram/milligram", "url": "https://github.com/milligram/milligram", "source": "github", "stars": 10216, "license": "MIT", "category": "设计", "activity": 30, "popularity": 13, "usability": 25, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-01", "one_line": "A minimalist CSS 框架"}, {"name": "skeletonlabs/skeleton", "url": "https://github.com/skeletonlabs/skeleton", "source": "github", "stars": 6060, "license": "MIT", "category": "设计", "activity": 30, "popularity": 13, "usability": 25, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Skeleton is an adaptive 设计系统 powered by Tailwind CSS"}, {"name": "remotion-dev/remotion", "url": "https://github.com/remotion-dev/remotion", "source": "github", "stars": 60941, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 25, "usability": 28, "compliance": 0, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "🎥 Make videos programmatically 支持 React"}, {"name": "heygen-com/hyperframes", "url": "https://github.com/heygen-com/hyperframes", "source": "github", "stars": 53905, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "Write HTML. 渲染 视频. Built 面向 智能体"}, {"name": "D4Vinci/Scrapling", "url": "https://github.com/D4Vinci/Scrapling", "source": "github", "stars": 84336, "license": "BSD-3-Clause", "category": "数据", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "🕷️ An adaptive Web Scraping 框架 可 handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ 和 follow here 面向 daily tips 和 tricks: https://x.com/Scrapling_dev"}, {"name": "TanStack/query", "url": "https://github.com/TanStack/query", "source": "github", "stars": 50376, "license": "MIT", "category": "数据", "activity": 30, "popularity": 25, "usability": 13, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "🤖 强大 asynchronous state management, server-state utilities 和 数据 fetching 面向 the web. TS/JS, React Query, Solid Query, Svelte Query 和 Vue Query"}, {"name": "tabulator-tables/tabulator", "url": "https://github.com/tabulator-tables/tabulator", "source": "github", "stars": 7775, "license": "MIT", "category": "数据", "activity": 30, "popularity": 13, "usability": 25, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Interactive Tables 和 数据 Grids 面向 JavaScript"}, {"name": "twentyhq/twenty", "url": "https://github.com/twentyhq/twenty", "source": "github", "stars": 57669, "license": "NOASSERTION", "category": "营销", "activity": 30, "popularity": 25, "usability": 28, "compliance": 0, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "The open alternative to Salesforce, designed 面向 AI"}, {"name": "wavetermdev/waveterm", "url": "https://github.com/wavetermdev/waveterm", "source": "github", "stars": 22383, "license": "Apache-2.0", "category": "效率", "activity": 30, "popularity": 20, "usability": 18, "compliance": 15, "score_total": 83, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "An 开源, AI-integrated, cross-平台 terminal 面向 seamless workflows"}, {"name": "EbookFoundation/free-programming-books", "url": "https://github.com/EbookFoundation/free-programming-books", "source": "github", "stars": 398082, "license": "CC-BY-4.0", "category": "编程", "activity": 30, "popularity": 25, "usability": 18, "compliance": 8, "score_total": 81, "verdict": "上架", "last_commit_or_update": "2026-09-24", "one_line": "编程类开源项目：:books: Freely available programming books"}, {"name": "anthropics/claude-code", "url": "https://github.com/anthropics/claude-code", "source": "github", "stars": 148483, "license": "无", "category": "编程", "activity": 30, "popularity": 25, "usability": 25, "compliance": 0, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "Claude 代码 is an agentic 编程 工具 可 lives in 你的 terminal, understands 你的 codebase, 和 helps you 代码 faster by executing routine tasks, explaining complex 代码, 和 handling git workflows - 全部 through natural language commands"}, {"name": "matt1398/claude-devtools", "url": "https://github.com/matt1398/claude-devtools", "source": "github", "stars": 3952, "license": "MIT", "category": "模型", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-26", "one_line": "The missing DevTools 面向 Claude 代码 — inspect session logs, 工具 calls, token usage, subagents, 和 context window in a visual UI. 免费, 开源"}, {"name": "MrGeDiao/shuorenhua", "url": "https://github.com/MrGeDiao/shuorenhua", "source": "github", "stars": 1910, "license": "MIT", "category": "模型", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "说人话｜中文优先的去 AI 味改写 skill：保事实、分场景、改完可直接发。Chinese-first rewrite skill 面向 Codex / Claude 代码 / Cursor / ChatGPT — removes AI tone, preserves facts"}, {"name": "marswaveai/ColaMD", "url": "https://github.com/marswaveai/ColaMD", "source": "github", "stars": 1234, "license": "MIT", "category": "写作", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-26", "one_line": "A 免费, elegant Markdown 编辑器 面向 macOS, Windows 和 Linux. 简单 by 设计, always in sync 支持 the file on disk"}, {"name": "Jakubantalik/Libraries.dev", "url": "https://github.com/Jakubantalik/Libraries.dev", "source": "github", "stars": 3930, "license": "MIT", "category": "设计", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-24", "one_line": "High-crafted UI libraries 面向 AI 智能体: Border beam, Orbs, Metal, Gooey, Voice, 图像, Avatar bots"}, {"name": "rive-app/rive-flutter", "url": "https://github.com/rive-app/rive-flutter", "source": "github", "stars": 1516, "license": "MIT", "category": "设计", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Flutter runtime 面向 Rive"}, {"name": "muxinc/media-chrome", "url": "https://github.com/muxinc/media-chrome", "source": "github", "stars": 2751, "license": "MIT", "category": "视频", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Custom elements (web components) 面向 making 音频 和 视频 player controls 可 look great in 你的 website or app"}, {"name": "OpenVidu/openvidu", "url": "https://github.com/OpenVidu/openvidu", "source": "github", "stars": 2133, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "OpenVidu 平台: 可自部署 real-time 视频 和 音频 面向 你的 apps, built on LiveKit 和 mediasoup"}, {"name": "any4ai/AnyCrawl", "url": "https://github.com/any4ai/AnyCrawl", "source": "github", "stars": 3463, "license": "MIT", "category": "数据", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-24", "one_line": "AnyCrawl 🚀: A Node.js/TypeScript crawler 可 turns websites into LLM-ready 数据 和 extracts structured SERP results from Google/Bing/Baidu/etc. Native multi-threading 面向 bulk processing"}, {"name": "Kanaries/graphic-walker", "url": "https://github.com/Kanaries/graphic-walker", "source": "github", "stars": 3257, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-23", "one_line": "An 开源 alternative to Tableau. Embeddable visual analytic"}, {"name": "spiceai/spiceai", "url": "https://github.com/spiceai/spiceai", "source": "github", "stars": 3096, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "Add a real-time 分析 node to 你的 operational 数据库. Spice is a portable, accelerated SQL query, 搜索, 和 LLM-推理 engine in Rust 面向 数据-grounded AI apps 和 智能体"}, {"name": "dbt-labs/metricflow", "url": "https://github.com/dbt-labs/metricflow", "source": "github", "stars": 1810, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-11", "one_line": "MetricFlow allows you to define, 构建, 和 maintain metrics in 代码"}, {"name": "babyfish-ct/jimmer", "url": "https://github.com/babyfish-ct/jimmer", "source": "github", "stars": 1672, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "The most advanced ORM of JVM, 面向 both java & kotlin"}, {"name": "sepandhaghighi/pycm", "url": "https://github.com/sepandhaghighi/pycm", "source": "github", "stars": 1507, "license": "MIT", "category": "模型", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-18", "one_line": "Multi-class confusion matrix 库 in Python"}, {"name": "quiltdata/quilt", "url": "https://github.com/quiltdata/quilt", "source": "github", "stars": 1371, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Quilt is a Scientific 数据 Management 平台 on AWS 可 helps teams 和 AI find, trust, 和 reuse 数据 through deeply versioned, context-rich 数据 packages"}, {"name": "pymc-labs/pymc-marketing", "url": "https://github.com/pymc-labs/pymc-marketing", "source": "github", "stars": 1267, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Bayesian 营销 toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) 模型 和 more"}, {"name": "mergisi/awesome-openclaw-agents", "url": "https://github.com/mergisi/awesome-openclaw-agents", "source": "github", "stars": 3994, "license": "MIT", "category": "模型", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-26", "one_line": "162 production-ready AI 智能体 templates 面向 OpenClaw. SOUL.md configs across 19 categories. Submit yours!"}, {"name": "AmintaCCCP/GithubStarsManager", "url": "https://github.com/AmintaCCCP/GithubStarsManager", "source": "github", "stars": 3622, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 28, "compliance": 15, "score_total": 80, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "AI-powered GitHub stars manager 支持 semantic 搜索, auto-categorization, 和 release tracking"}, {"name": "writefreely/writefreely", "url": "https://github.com/writefreely/writefreely", "source": "github", "stars": 5258, "license": "AGPL-3.0", "category": "写作", "activity": 30, "popularity": 13, "usability": 28, "compliance": 8, "score_total": 79, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "A clean, Markdown-基于 publishing 平台 made 面向 writers. Write together 和 构建 a community"}, {"name": "stashapp/stash", "url": "https://github.com/stashapp/stash", "source": "github", "stars": 13033, "license": "AGPL-3.0", "category": "视频", "activity": 30, "popularity": 13, "usability": 28, "compliance": 8, "score_total": 79, "verdict": "上架", "last_commit_or_update": "2026-09-22", "one_line": "An organizer 面向 你的 porn, written in Go. Documentation: https://docs.stashapp.cc"}, {"name": "Zettlr/Zettlr", "url": "https://github.com/Zettlr/Zettlr", "source": "github", "stars": 13593, "license": "GPL-3.0", "category": "写作", "activity": 30, "popularity": 13, "usability": 28, "compliance": 8, "score_total": 79, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "你的 One-Stop Publication Workbench"}, {"name": "mudler/LocalAI", "url": "https://github.com/mudler/LocalAI", "source": "github", "stars": 49311, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "LocalAI is the 开源 AI engine. Run 任意 模型 - LLMs, vision, voice, 图像, 视频 - on 任意 hardware. No GPU required"}, {"name": "zhayujie/CowAgent", "url": "https://github.com/zhayujie/CowAgent", "source": "github", "stars": 47154, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "开源 super AI assistant & 智能体 Harness. Plans tasks, runs tools 和 skills, self-evolves 支持 memory 和 knowledge. Multi-智能体, multi-模型, multi-channel. 轻量, extensible, one-line install"}, {"name": "milvus-io/milvus", "url": "https://github.com/milvus-io/milvus", "source": "github", "stars": 46276, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Milvus is a high-performance, cloud-native vector 数据库 built 面向 scalable vector ANN 搜索"}, {"name": "langchain-ai/langgraph", "url": "https://github.com/langchain-ai/langgraph", "source": "github", "stars": 42425, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "构建 resilient 智能体"}, {"name": "google/langextract", "url": "https://github.com/google/langextract", "source": "github", "stars": 38908, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-21", "one_line": "A Python 库 面向 extracting structured information from unstructured text 基于 LLMs 支持 precise source grounding 和 interactive visualization"}, {"name": "CopilotKit/CopilotKit", "url": "https://github.com/CopilotKit/CopilotKit", "source": "github", "stars": 37588, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "The Frontend Stack 面向 智能体 & Generative UI. React, Angular, Mobile, Slack, 和 more. Makers of the AG-UI Protocol"}, {"name": "AlexsJones/llmfit", "url": "https://github.com/AlexsJones/llmfit", "source": "github", "stars": 37260, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Hundreds of 模型 & providers. One command to find what runs on 你的 hardware"}, {"name": "ItzCrazyKns/Vane", "url": "https://github.com/ItzCrazyKns/Vane", "source": "github", "stars": 36928, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-01", "one_line": "模型类开源项目：Vane is an AI-powered answering engine"}, {"name": "sgl-project/sglang", "url": "https://github.com/sgl-project/sglang", "source": "github", "stars": 36545, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "SGLang is a high-performance serving 框架 面向 large language 模型 和 multimodal 模型"}, {"name": "VectifyAI/PageIndex", "url": "https://github.com/VectifyAI/PageIndex", "source": "github", "stars": 36298, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "📑 PageIndex: Document Index 面向 Vectorless, Reasoning-基于 RAG"}, {"name": "lyogavin/airllm", "url": "https://github.com/lyogavin/airllm", "source": "github", "stars": 35164, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "AirLLM 70B 推理 支持 single 4GB GPU"}, {"name": "langfuse/langfuse", "url": "https://github.com/langfuse/langfuse", "source": "github", "stars": 35156, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 20, "usability": 28, "compliance": 0, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "🪢 开源 智能体 evals & observability: Trace, evaluate, 和 improve LLM applications 支持 one open 平台"}, {"name": "HKUDS/Vibe-Trading", "url": "https://github.com/HKUDS/Vibe-Trading", "source": "github", "stars": 34232, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "\"Vibe-Trading: 你的 Personal Trading 智能体\""}, {"name": "can1357/oh-my-pi", "url": "https://github.com/can1357/oh-my-pi", "source": "github", "stars": 33640, "license": "MIT", "category": "编程", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "⌥ 编程 智能体 支持 the IDE wired in. Built by Stencil Labs"}, {"name": "iOfficeAI/AionUi", "url": "https://github.com/iOfficeAI/AionUi", "source": "github", "stars": 33191, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-09", "one_line": "开源 24/7 Cowork app 面向 OpenClaw, Hermes, Claude 代码, Codex, OpenCode 和 20+ more CLI 智能体 | Customize 你的 assistants | Team them up｜Star if you like it!"}, {"name": "agentscope-ai/agentscope", "url": "https://github.com/agentscope-ai/agentscope", "source": "github", "stars": 32514, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "构建 和 run 智能体 you can see, understand 和 trust"}, {"name": "tirth8205/code-review-graph", "url": "https://github.com/tirth8205/code-review-graph", "source": "github", "stars": 31828, "license": "MIT", "category": "编程", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-18", "one_line": "Local-first 代码 intelligence graph 面向 MCP 和 CLI. Builds a persistent map of 你的 codebase so AI 编程 tools read only what matters, 支持 benchmarked context reductions on reviews 和 large-repo workflows"}, {"name": "ScrapeGraphAI/Scrapegraph-ai", "url": "https://github.com/ScrapeGraphAI/Scrapegraph-ai", "source": "github", "stars": 31400, "license": "MIT", "category": "数据", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "Python scraper 基于 on AI"}, {"name": "ComposioHQ/composio", "url": "https://github.com/ComposioHQ/composio", "source": "github", "stars": 30351, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "Composio powers 1000+ toolkits, 工具 搜索, context management, authentication, 和 a sandboxed workbench to help you 构建 AI 智能体 可 turn intent into action"}, {"name": "decolua/9router", "url": "https://github.com/decolua/9router", "source": "github", "stars": 29969, "license": "MIT", "category": "编程", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-26", "one_line": "Unlimited 免费 AI 编程. Connect Claude 代码, Codex, Cursor, Cline, Copilot, Antigravity to 免费 Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never hit limits"}, {"name": "NirDiamant/RAG_Techniques", "url": "https://github.com/NirDiamant/RAG_Techniques", "source": "github", "stars": 29622, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 20, "usability": 28, "compliance": 0, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-21", "one_line": "This repository showcases various advanced techniques 面向 Retrieval-Augmented 生成 (RAG) systems. Each technique has a detailed notebook tutorial"}, {"name": "ahujasid/mcp-for-blender", "url": "https://github.com/ahujasid/mcp-for-blender", "source": "github", "stars": 29552, "license": "MIT", "category": "设计", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "Community plugin to control Blender 3D 支持 任意 LLM of 你的 choice"}, {"name": "gitleaks/gitleaks", "url": "https://github.com/gitleaks/gitleaks", "source": "github", "stars": 29537, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-23", "one_line": "Find secrets 支持 Gitleaks 🔑"}, {"name": "microsoft/semantic-kernel", "url": "https://github.com/microsoft/semantic-kernel", "source": "github", "stars": 28607, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Integrate cutting-edge LLM technology quickly 和 easily into 你的 apps"}, {"name": "mastra-ai/mastra", "url": "https://github.com/mastra-ai/mastra", "source": "github", "stars": 28403, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 20, "usability": 28, "compliance": 0, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Mastra is the 现代 TypeScript 框架 面向 AI-powered applications 和 智能体"}, {"name": "OtterMind/Chat2DB", "url": "https://github.com/OtterMind/Chat2DB", "source": "github", "stars": 28281, "license": "NOASSERTION", "category": "数据", "activity": 30, "popularity": 20, "usability": 28, "compliance": 0, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Chat2DB is a 免费, cross-平台, local-first 数据库 client 和 SQL workspace 面向 developers, DBAs, analysts, 和 数据 teams. Connect to 40+ databases, 管理 数据, edit 和 run SQL, 和 use 你的 own AI 模型 to 生成, explain, 和 optimize queries. Available on desktop, web, Docker, 和 CLI, 支持 MCP support"}, {"name": "QwenLM/qwen-code", "url": "https://github.com/QwenLM/qwen-code", "source": "github", "stars": 28201, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "An 开源 AI 编程 智能体 可 lives in 你的 terminal"}, {"name": "promptfoo/promptfoo", "url": "https://github.com/promptfoo/promptfoo", "source": "github", "stars": 25538, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Test 你的 prompts, 智能体, 和 RAGs. Red teaming/pentesting/vulnerability scanning 面向 AI. Compare performance of GPT, Claude, Gemini, DeepSeek, 和 more. 简单 declarative configs 支持 command line 和 CI/CD integration. Used by OpenAI 和 Anthropic"}, {"name": "thedaviddias/Front-End-Checklist", "url": "https://github.com/thedaviddias/Front-End-Checklist", "source": "github", "stars": 74300, "license": "无", "category": "模型", "activity": 25, "popularity": 25, "usability": 28, "compliance": 0, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-08-14", "one_line": "🗂 The essential checklist 面向 现代 web development, 面向 humans 和 AI 智能体"}, {"name": "HKUDS/nanobot", "url": "https://github.com/HKUDS/nanobot", "source": "github", "stars": 48648, "license": "MIT", "category": "效率", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Ultra-轻量, 开源, 可自部署 personal AI 智能体 框架 in Python 支持 WebUI, tools, memory, MCP, multi-智能体 workflows, 自动化, 和 对话 apps"}, {"name": "Hmbown/Codewhale", "url": "https://github.com/Hmbown/Codewhale", "source": "github", "stars": 41038, "license": "MIT", "category": "编程", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "开源 编程 智能体 面向 你的 terminal, built in Rust 和 on a journey of continuous community improvement. Issues 和 PRs welcome"}, {"name": "agentscope-ai/QwenPaw", "url": "https://github.com/agentscope-ai/QwenPaw", "source": "github", "stars": 35324, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "你的 Personal AI Assistant; easy to install, deploy on 你的 own machine or on the cloud; supports multiple 对话 apps 支持 easily extensible capabilities"}, {"name": "googleworkspace/cli", "url": "https://github.com/googleworkspace/cli", "source": "github", "stars": 31186, "license": "Apache-2.0", "category": "效率", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-24", "one_line": "Google Workspace CLI — one command-line 工具 面向 Drive, Gmail, Calendar, Sheets, Docs, 对话, Admin, 和 more. Dynamically built from Google Discovery Service. Includes AI 智能体 skills"}, {"name": "trycua/cua", "url": "https://github.com/trycua/cua", "source": "github", "stars": 26857, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "Scale computer-use 2.0 支持 开源 drivers, cross-OS fleets, 和 benchmarks 面向 训练, evaluation, 和 数据 生成"}, {"name": "nocobase/nocobase", "url": "https://github.com/nocobase/nocobase", "source": "github", "stars": 24382, "license": "NOASSERTION", "category": "效率", "activity": 30, "popularity": 20, "usability": 28, "compliance": 0, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "NocoBase is an 开源 AI + no-代码 平台 面向 building business systems 快速. Instead of generating everything from scratch, AI works on top of production-proven infrastructure 和 a WYSIWYG no-代码 interface, so you get both speed 和 reliability"}, {"name": "GraphiteEditor/Graphite", "url": "https://github.com/GraphiteEditor/Graphite", "source": "github", "stars": 27384, "license": "Apache-2.0", "category": "设计", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Community-built comprehensive 2D content creation appplication 面向 graphic 设计, digital art, 和 interactive real-time motion graphics powered by a node-基于 procedural graphics engine"}, {"name": "simple-icons/simple-icons", "url": "https://github.com/simple-icons/simple-icons", "source": "github", "stars": 25924, "license": "CC0-1.0", "category": "设计", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "SVG icons 面向 popular brands"}, {"name": "palantir/blueprint", "url": "https://github.com/palantir/blueprint", "source": "github", "stars": 22103, "license": "Apache-2.0", "category": "设计", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "A React-基于 UI 工具箱 面向 the web"}, {"name": "CarGuo/GSYVideoPlayer", "url": "https://github.com/CarGuo/GSYVideoPlayer", "source": "github", "stars": 21502, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "视频 players (IJKplayer, ExoPlayer, MediaPlayer), HTTPS, 16k page size, danmaku (bullet 对话) support, external subtitles, support 面向 filters, watermarks, 和 GIF screenshots, pre-roll 和 mid-roll ads, multiple simultaneous playback, basic seeking/dragging, volume 和 brightness adjustment, play-while-cache support"}, {"name": "charmbracelet/vhs", "url": "https://github.com/charmbracelet/vhs", "source": "github", "stars": 21014, "license": "MIT", "category": "编程", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-24", "one_line": "你的 CLI home 视频 recorder 📼"}, {"name": "vercel/swr", "url": "https://github.com/vercel/swr", "source": "github", "stars": 32492, "license": "MIT", "category": "数据", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-22", "one_line": "React Hooks 面向 数据 Fetching"}, {"name": "PrefectHQ/prefect", "url": "https://github.com/PrefectHQ/prefect", "source": "github", "stars": 23947, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Prefect is a 工作流 orchestration 框架 面向 building resilient 数据 pipelines in Python"}, {"name": "akfamily/akshare", "url": "https://github.com/akfamily/akshare", "source": "github", "stars": 22780, "license": "MIT", "category": "编程", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-23", "one_line": "AKShare is an elegant 和 简单 financial 数据 interface 库 面向 Python, built 面向 human beings! 开源财经数据接口库"}, {"name": "sxyazi/yazi", "url": "https://github.com/sxyazi/yazi", "source": "github", "stars": 42469, "license": "MIT", "category": "效率", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "💥 Blazing 快速 terminal file manager written in Rust, 基于 on async I/O"}, {"name": "DayuanJiang/next-ai-draw-io", "url": "https://github.com/DayuanJiang/next-ai-draw-io", "source": "github", "stars": 36064, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "A next.js web application 可 integrates AI capabilities 支持 draw.io diagrams. This app allows you to create, modify, 和 enhance diagrams through natural language commands 和 AI-assisted visualization"}, {"name": "super-productivity/super-productivity", "url": "https://github.com/super-productivity/super-productivity", "source": "github", "stars": 22352, "license": "MIT", "category": "效率", "activity": 30, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 78, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Super 效率 is an advanced todo list app 支持 integrated Timeboxing 和 time tracking capabilities. It also comes 支持 integrations 面向 Jira, GitLab, GitHub 和 Open Project"}, {"name": "rustdesk/rustdesk", "url": "https://github.com/rustdesk/rustdesk", "source": "github", "stars": 124719, "license": "AGPL-3.0", "category": "设计", "activity": 30, "popularity": 25, "usability": 13, "compliance": 8, "score_total": 76, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "An 开源 remote desktop application designed 面向 self-hosting, as an alternative to TeamViewer"}, {"name": "immich-app/immich", "url": "https://github.com/immich-app/immich", "source": "github", "stars": 115241, "license": "AGPL-3.0", "category": "效率", "activity": 30, "popularity": 25, "usability": 13, "compliance": 8, "score_total": 76, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "High performance 可自部署 photo 和 视频 management solution"}, {"name": "sansan0/TrendRadar", "url": "https://github.com/sansan0/TrendRadar", "source": "github", "stars": 62603, "license": "GPL-3.0", "category": "数据", "activity": 30, "popularity": 25, "usability": 13, "compliance": 8, "score_total": 76, "verdict": "上架", "last_commit_or_update": "2026-09-13", "one_line": "⭐AI-driven public opinion & trend 监控 支持 multi-平台 aggregation, RSS, 和 smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。"}, {"name": "CherryHQ/cherry-studio", "url": "https://github.com/CherryHQ/cherry-studio", "source": "github", "stars": 52218, "license": "AGPL-3.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 8, "score_total": 76, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "AI 效率 studio 支持 smart 对话, autonomous 智能体, 和 300+ assistants. Unified access to frontier LLMs"}, {"name": "leon-ai/leon", "url": "https://github.com/leon-ai/leon", "source": "github", "stars": 17551, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 18, "compliance": 15, "score_total": 76, "verdict": "上架", "last_commit_or_update": "2026-09-26", "one_line": "🧠 Leon is 你的 开源 personal assistant"}, {"name": "netease-youdao/LobsterAI", "url": "https://github.com/netease-youdao/LobsterAI", "source": "github", "stars": 6076, "license": "MIT", "category": "效率", "activity": 30, "popularity": 13, "usability": 18, "compliance": 15, "score_total": 76, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "开源, desktop-grade AI 智能体 可 gets real work done — 数据 分析, slides, docs, 视频 & web research. Built on OpenClaw; runs tools on 你的 real desktop 和 takes commands from 你的 phone via WeChat, Feishu, DingTalk & Telegram"}, {"name": "webstudio-is/webstudio", "url": "https://github.com/webstudio-is/webstudio", "source": "github", "stars": 8999, "license": "AGPL-3.0", "category": "设计", "activity": 30, "popularity": 13, "usability": 25, "compliance": 8, "score_total": 76, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "开源 website builder 和 Webflow alternative. Webstudio is an advanced visual builder 可 connects to 任意 headless CMS, supports 全部 CSS properties, 和 can be hosted anywhere, including 支持 us"}, {"name": "plasmicapp/plasmic", "url": "https://github.com/plasmicapp/plasmic", "source": "github", "stars": 7048, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 18, "compliance": 15, "score_total": 76, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Visual builder 面向 React. 构建 apps, websites, 和 content. Integrate 支持 你的 codebase"}, {"name": "ahmedkhaleel2004/gitdiagram", "url": "https://github.com/ahmedkhaleel2004/gitdiagram", "source": "github", "stars": 17376, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 18, "compliance": 15, "score_total": 76, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "免费, 简单, 快速 interactive diagrams 和 videos 面向 任意 GitHub repository"}, {"name": "bigbluebutton/bigbluebutton", "url": "https://github.com/bigbluebutton/bigbluebutton", "source": "github", "stars": 9230, "license": "LGPL-3.0", "category": "视频", "activity": 30, "popularity": 13, "usability": 25, "compliance": 8, "score_total": 76, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "A complete web conferencing system 面向 virtual classes 和 more!"}, {"name": "leits/MeetingBar", "url": "https://github.com/leits/MeetingBar", "source": "github", "stars": 5354, "license": "Apache-2.0", "category": "效率", "activity": 30, "popularity": 13, "usability": 18, "compliance": 15, "score_total": 76, "verdict": "上架", "last_commit_or_update": "2026-09-21", "one_line": "🇺🇦 你的 meetings at 你的 fingertips in the macOS menu bar"}, {"name": "toon-format/toon", "url": "https://github.com/toon-format/toon", "source": "github", "stars": 25436, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 10, "compliance": 15, "score_total": 75, "verdict": "观察", "last_commit_or_update": "2026-09-03", "one_line": "🎒 Token-Oriented Object Notation (TOON) – compact, human-readable serialization of JSON 数据 面向 LLM prompts. TypeScript SDK, CLI, benchmarks"}, {"name": "letta-ai/letta", "url": "https://github.com/letta-ai/letta", "source": "github", "stars": 24960, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 10, "compliance": 15, "score_total": 75, "verdict": "观察", "last_commit_or_update": "2026-09-10", "one_line": "平台 面向 stateful 智能体: AI 支持 advanced memory 可 can learn 和 self-improve over time"}, {"name": "Dogfalo/materialize", "url": "https://github.com/Dogfalo/materialize", "source": "github", "stars": 38802, "license": "MIT", "category": "设计", "activity": 27, "popularity": 20, "usability": 13, "compliance": 15, "score_total": 75, "verdict": "上架", "last_commit_or_update": "2026-08-20", "one_line": "Materialize, a CSS 框架 基于 on Material 设计"}, {"name": "sindresorhus/awesome", "url": "https://github.com/sindresorhus/awesome", "source": "github", "stars": 511993, "license": "CC0-1.0", "category": "写作", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-02", "one_line": "😎 Awesome lists about 全部 kinds of interesting topics [笔记: Pull requests are temporarily disabled until I have a chance to catch up 支持 the existing ones]"}, {"name": "freeCodeCamp/freeCodeCamp", "url": "https://github.com/freeCodeCamp/freeCodeCamp", "source": "github", "stars": 456468, "license": "BSD-3-Clause", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "freeCodeCamp.org's 开源 codebase 和 curriculum. Learn math, programming, 和 computer science 面向 免费"}, {"name": "mattpocock/skills", "url": "https://github.com/mattpocock/skills", "source": "github", "stars": 271320, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "Skills 面向 Real Engineers. Straight from my .智能体 directory"}, {"name": "avelino/awesome-go", "url": "https://github.com/avelino/awesome-go", "source": "github", "stars": 186036, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A curated list of awesome Go frameworks, libraries 和 software"}, {"name": "flutter/flutter", "url": "https://github.com/flutter/flutter", "source": "github", "stars": 179136, "license": "BSD-3-Clause", "category": "设计", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "Flutter makes it easy 和 快速 to 构建 beautiful apps 面向 mobile 和 beyond"}, {"name": "Snailclimb/JavaGuide", "url": "https://github.com/Snailclimb/JavaGuide", "source": "github", "stars": 158938, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-22", "one_line": "Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发"}, {"name": "langgenius/dify", "url": "https://github.com/langgenius/dify", "source": "github", "stars": 157431, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 25, "usability": 18, "compliance": 0, "score_total": 73, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "构建 Agentic workflows, RAG pipelines, 支持 rich AI 模型 和 工具 support on one collaborative workspace. Deploy on cloud, VPC, or 可自部署, so teams move from prototype to production without rebuilding the stack"}, {"name": "msitarzewski/agency-agents", "url": "https://github.com/msitarzewski/agency-agents", "source": "github", "stars": 155106, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A complete AI agency at 你的 fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each 智能体 is a specialized expert 支持 personality, processes, 和 proven deliverables"}, {"name": "Shubhamsaboo/awesome-llm-apps", "url": "https://github.com/Shubhamsaboo/awesome-llm-apps", "source": "github", "stars": 140084, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "100+ AI 智能体, 智能体 Skills 和 RAG Apps - 免费 和 开源"}, {"name": "iptv-org/iptv", "url": "https://github.com/iptv-org/iptv", "source": "github", "stars": 139763, "license": "Unlicense", "category": "视频", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Collection of publicly available IPTV channels from 全部 over the world"}, {"name": "microsoft/PowerToys", "url": "https://github.com/microsoft/PowerToys", "source": "github", "stars": 139088, "license": "MIT", "category": "设计", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Microsoft PowerToys is a collection of utilities 可 supercharge 效率 和 customization on Windows"}, {"name": "farion1231/cc-switch", "url": "https://github.com/farion1231/cc-switch", "source": "github", "stars": 138115, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A cross-平台 desktop 全部-in-One assistant 面向 Claude 代码, Codex, OpenCode, OpenClaw, Grok 构建 & Hermes 智能体. Only official website: ccswitch.io"}, {"name": "garrytan/gstack", "url": "https://github.com/garrytan/gstack", "source": "github", "stars": 134407, "license": "MIT", "category": "设计", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Use Garry Tan's exact Claude 代码 setup: 23 opinionated tools 可 serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, 和 QA"}, {"name": "nextlevelbuilder/ui-ux-pro-max-skill", "url": "https://github.com/nextlevelbuilder/ui-ux-pro-max-skill", "source": "github", "stars": 131268, "license": "MIT", "category": "设计", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "An AI skill 可 provides 设计 intelligence 面向 building professional UI/UX across multiple platforms"}, {"name": "ggml-org/llama.cpp", "url": "https://github.com/ggml-org/llama.cpp", "source": "github", "stars": 129802, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "LLM 推理 in C/C++"}, {"name": "Chalarangelo/30-seconds-of-code", "url": "https://github.com/Chalarangelo/30-seconds-of-code", "source": "github", "stars": 129267, "license": "CC-BY-4.0", "category": "编程", "activity": 30, "popularity": 25, "usability": 10, "compliance": 8, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "编程 articles to level up 你的 development skills"}, {"name": "openai/codex", "url": "https://github.com/openai/codex", "source": "github", "stars": 126974, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "轻量 编程 智能体 可 runs in 你的 terminal"}, {"name": "microsoft/generative-ai-for-beginners", "url": "https://github.com/microsoft/generative-ai-for-beginners", "source": "github", "stars": 120736, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "21 Lessons, Get Started Building 支持 Generative AI"}, {"name": "2dust/v2rayN", "url": "https://github.com/2dust/v2rayN", "source": "github", "stars": 117217, "license": "GPL-3.0", "category": "设计", "activity": 30, "popularity": 25, "usability": 10, "compliance": 8, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A GUI client 面向 Windows, Linux 和 macOS, support Xray 和 sing-box 和 others"}, {"name": "earendil-works/pi", "url": "https://github.com/earendil-works/pi", "source": "github", "stars": 110093, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "AI 智能体 工具箱: unified LLM API, 智能体 loop, TUI, 编程 智能体 CLI"}, {"name": "fatedier/frp", "url": "https://github.com/fatedier/frp", "source": "github", "stars": 109682, "license": "Apache-2.0", "category": "其它", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-15", "one_line": "A 快速 reverse proxy to help you expose a local server behind a NAT or firewall to the internet"}, {"name": "microsoft/terminal", "url": "https://github.com/microsoft/terminal", "source": "github", "stars": 105023, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The new Windows Terminal 和 the original Windows console host, 全部 in the same place!"}, {"name": "neovim/neovim", "url": "https://github.com/neovim/neovim", "source": "github", "stars": 102648, "license": "NOASSERTION", "category": "写作", "activity": 30, "popularity": 25, "usability": 18, "compliance": 0, "score_total": 73, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Vim-fork focused on extensibility 和 usability"}, {"name": "shareAI-lab/learn-claude-code", "url": "https://github.com/shareAI-lab/learn-claude-code", "source": "github", "stars": 77750, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Bash is 全部 you need - A nano claude 代码–like 「智能体 harness」, built from 0 to 1"}, {"name": "asgeirtj/system_prompts_leaks", "url": "https://github.com/asgeirtj/system_prompts_leaks", "source": "github", "stars": 68548, "license": "CC0-1.0", "category": "模型", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Documented system prompts from Anthropic - Claude Fable 5.1, Opus 5.5, Claude 设计, Claude 代码. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8 Flash, 3.1 Pro, Antigravity. xAI - Grok, Grok Bot, Cursor, Kimi 和 more! Updated regularly"}, {"name": "upstash/context7", "url": "https://github.com/upstash/context7", "source": "github", "stars": 62510, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Context7 平台 -- Up-to-date 代码 documentation 面向 LLMs 和 AI 代码 editors"}, {"name": "rohitg00/ai-engineering-from-scratch", "url": "https://github.com/rohitg00/ai-engineering-from-scratch", "source": "github", "stars": 60387, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Learn it. 构建 it. Ship it 面向 others"}, {"name": "Leonxlnx/taste-skill", "url": "https://github.com/Leonxlnx/taste-skill", "source": "github", "stars": 90919, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "Taste-Skill - gives 你的 AI good taste. stops the AI from generating boring, generic slop"}, {"name": "calcom/sans", "url": "https://github.com/calcom/sans", "source": "github", "stars": 1621, "license": "OFL-1.1", "category": "设计", "activity": 30, "popularity": 7, "usability": 28, "compliance": 8, "score_total": 73, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "The home 面向 our Cal Sans font"}, {"name": "WTTJ/welcome-ui", "url": "https://github.com/WTTJ/welcome-ui", "source": "github", "stars": 679, "license": "MIT", "category": "设计", "activity": 30, "popularity": 3, "usability": 25, "compliance": 15, "score_total": 73, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Customizable 设计系统 from Welcome to the jungle (@wttj) 支持 react, typescript, tailwindcss, ariakit 和 a lot of love 💛 Here you'll find 全部 the core components you need to create a delightful webapp"}, {"name": "italia/bootstrap-italia", "url": "https://github.com/italia/bootstrap-italia", "source": "github", "stars": 355, "license": "BSD-3-Clause", "category": "设计", "activity": 30, "popularity": 3, "usability": 25, "compliance": 15, "score_total": 73, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "Bootstrap Italia è un tema basato su Bootstrap 5 conforme alle \"Linee guida di 设计 per i siti internet e i servizi digitali della Pubblica Amministrazione\""}, {"name": "steveseguin/vdo.ninja", "url": "https://github.com/steveseguin/vdo.ninja", "source": "github", "stars": 4063, "license": "AGPL-3.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 28, "compliance": 8, "score_total": 73, "verdict": "上架", "last_commit_or_update": "2026-09-26", "one_line": "VDO.Ninja is a 强大 工具 可 lets you bring remote 视频 feeds into OBS or other studio software via WebRTC"}, {"name": "nextcloud/spreed", "url": "https://github.com/nextcloud/spreed", "source": "github", "stars": 2202, "license": "AGPL-3.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 28, "compliance": 8, "score_total": 73, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "🗨️ Nextcloud Talk – 对话, 视频 & 音频 calls 面向 Nextcloud"}, {"name": "coreyhaines31/marketingskills", "url": "https://github.com/coreyhaines31/marketingskills", "source": "github", "stars": 51815, "license": "MIT", "category": "营销", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-05", "one_line": "营销 skills 面向 Claude 代码 和 AI 智能体. CRO, copywriting, SEO, 分析, 和 growth engineering"}, {"name": "ayghri/i-have-adhd", "url": "https://github.com/ayghri/i-have-adhd", "source": "github", "stars": 51890, "license": "MIT", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 15, "score_total": 73, "verdict": "观察", "last_commit_or_update": "2026-09-19", "one_line": "A skill to stop 你的 编程 智能体 from burying the answer. ADHD-friendly output"}, {"name": "basicmachines-co/basic-memory", "url": "https://github.com/basicmachines-co/basic-memory", "source": "github", "stars": 4057, "license": "AGPL-3.0", "category": "写作", "activity": 30, "popularity": 7, "usability": 28, "compliance": 8, "score_total": 73, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "AI conversations 可 actually remember. Never re-explain 你的 project to 你的 AI again. Join our Discord: https://discord.gg/tyvKNccgqN"}, {"name": "AstrBotDevs/AstrBot", "url": "https://github.com/AstrBotDevs/AstrBot", "source": "github", "stars": 41164, "license": "AGPL-3.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 8, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "AI 智能体 Assistant & development 框架 可 integrates lots of IM platforms, LLMs, plugins 和 AI feature, 和 can be 你的 openclaw alternative. ✨"}, {"name": "citrolabs/ego-lite", "url": "https://github.com/citrolabs/ego-lite", "source": "github", "stars": 16637, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-23", "one_line": "The fastest browser 面向 AI 智能体 to run browser 自动化, built 面向 sharing 你的 logged-in browser state 支持 你的 AI 智能体, like Codex or Claude 代码, without disturbing you. Zero cost, zero config"}, {"name": "browser-use/web-ui", "url": "https://github.com/browser-use/web-ui", "source": "github", "stars": 16603, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "🖥️ Run AI 智能体 in 你的 browser"}, {"name": "opensandbox-group/OpenSandbox", "url": "https://github.com/opensandbox-group/OpenSandbox", "source": "github", "stars": 15557, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Secure, 快速, 和 Extensible Sandbox runtime 面向 AI 智能体"}, {"name": "NanmiCoder/cc-haha", "url": "https://github.com/NanmiCoder/cc-haha", "source": "github", "stars": 14752, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "Local-first cross-平台 desktop workspace 面向 Claude 代码 / 智能体: multi-智能体, Git worktrees, 代码 diffs, skill marketplace, multi-模型, Computer Use, task-aware desktop pets, 支持 WeChat, Feishu, DingTalk, Telegram, WhatsApp 和 H5 access"}, {"name": "lsdefine/GenericAgent", "url": "https://github.com/lsdefine/GenericAgent", "source": "github", "stars": 14265, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-22", "one_line": "Self-evolving 智能体: grows skill tree from 3.3K-line seed, achieving full system control 支持 6x less token consumption"}, {"name": "helloianneo/ian-xiaohei-illustrations", "url": "https://github.com/helloianneo/ian-xiaohei-illustrations", "source": "github", "stars": 12187, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-24", "one_line": "中文小黑怪诞正文配图生成 Skill | 16:9 白底手绘 | 少量红橙蓝批注 | Codex Skill"}, {"name": "jo-inc/camofox-browser", "url": "https://github.com/jo-inc/camofox-browser", "source": "github", "stars": 11252, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-22", "one_line": "Stealth headless browser 面向 AI 智能体 — bypass Cloudflare, bot detection, 和 anti-scraping. Drop-in Puppeteer/Playwright replacement"}, {"name": "presenton/presenton", "url": "https://github.com/presenton/presenton", "source": "github", "stars": 10833, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "开源 AI Presentation Generator 和 API (Gamma, Canva, Beautiful AI, Decktopus, Presentations AI Alternative)"}, {"name": "omnigent-ai/omnigent", "url": "https://github.com/omnigent-ai/omnigent", "source": "github", "stars": 10329, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "Omnigent is an 开源 AI 智能体 框架 和 meta-harness: orchestrate Claude 代码, Codex, Cursor, Pi, 和 custom 智能体 — swap harnesses without rewriting, enforce policies 和 sandboxing, 和 collaborate in real time from 任意 device"}, {"name": "Companion-Inc/feynman", "url": "https://github.com/Companion-Inc/feynman", "source": "github", "stars": 9815, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "The 开源 AI research 智能体"}, {"name": "SWE-agent/mini-swe-agent", "url": "https://github.com/SWE-agent/mini-swe-agent", "source": "github", "stars": 8054, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "The 100 line AI 智能体 可 solves GitHub issues or helps you in 你的 command line. Radically 简单, no huge configs, no giant monorepo—but scores >74% on SWE-bench verified!"}, {"name": "WenyuChiou/awesome-agentic-ai-zh", "url": "https://github.com/WenyuChiou/awesome-agentic-ai-zh", "source": "github", "stars": 7208, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "A trilingual (繁中 / English / 简中) learning roadmap 面向 agentic AI: from LLM basics to multi-智能体 systems, 支持 240+ curated resources 和 hands-on examples. 中文 AI 智能体 學習地圖。"}, {"name": "KimYx0207/AI-Coding-Guide-Zh", "url": "https://github.com/KimYx0207/AI-Coding-Guide-Zh", "source": "github", "stars": 6136, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-14", "one_line": "Claude 代码 + OpenClaw + Codex + WorkBuddy 中文教程 | 50篇完整教程 + 1张速查卡 | 80万+内容量 | 1500+实操示例 | AI 编程 / 智能体 四线学习路径（编程+助手+智能体+办公）"}, {"name": "Q00/ouroboros", "url": "https://github.com/Q00/ouroboros", "source": "github", "stars": 6126, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "智能体 OS: the 智能体 gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude 代码, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro 和 more"}, {"name": "UfoMiao/zcf", "url": "https://github.com/UfoMiao/zcf", "source": "github", "stars": 6081, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-08-31", "one_line": "Zero-Config 代码 Flow 面向 Claude 代码 & Codex"}, {"name": "apache/maka", "url": "https://github.com/apache/maka", "source": "github", "stars": 5672, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Apache Maka (Incubating) is a high-performance 智能体 workspace 可 keeps a complete record of everything it did"}, {"name": "TencentCloud/Octop", "url": "https://github.com/TencentCloud/Octop", "source": "github", "stars": 5515, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "A smarter, 可自部署 AI assistant — multi-user, multi-智能体"}, {"name": "iflytek/skillhub", "url": "https://github.com/iflytek/skillhub", "source": "github", "stars": 5179, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "可自部署, 开源 智能体 skill registry 面向 enterprises. Publish & version skill packages, govern 支持 RBAC 和 audit logs, deploy on-premise 支持 Docker or Kubernetes"}, {"name": "aipoch/open-science", "url": "https://github.com/aipoch/open-science", "source": "github", "stars": 5173, "license": "Apache-2.0", "category": "效率", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "The 开源 AI research workbench 面向 scientific research 和 智能体 workflows. Local-first, 模型-agnostic desktop app 支持 extensible skills, MCP tools 和 connectors, Python/R execution 和 traceable artifacts 面向 reproducible research on macOS, Windows 和 Linux"}, {"name": "TabularisDB/tabularis", "url": "https://github.com/TabularisDB/tabularis", "source": "github", "stars": 5079, "license": "Apache-2.0", "category": "写作", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "开源 desktop SQL workspace 支持 3 built-in 数据库 drivers 和 16 shipped plugins, including SQL Server, DuckDB, ClickHouse 和 Redis. Built-in MCP server 面向 Claude, Cursor 和 Devin, SQL notebooks 和 visual EXPLAIN"}, {"name": "clidey/whodb", "url": "https://github.com/clidey/whodb", "source": "github", "stars": 5033, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Where 数据 access meets operational intelligence"}, {"name": "processing/p5.js", "url": "https://github.com/processing/p5.js", "source": "github", "stars": 24059, "license": "LGPL-2.1", "category": "编程", "activity": 30, "popularity": 20, "usability": 13, "compliance": 8, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "p5.js is a client-side JS 平台 可 empowers artists, designers, students, 和 anyone to learn to 代码 和 express themselves creatively on the web. It is 基于 on the core principles of Processing. Looking 面向 p5.js 2.0? http://beta.p5js.org"}, {"name": "MaterialDesignInXAML/MaterialDesignInXamlToolkit", "url": "https://github.com/MaterialDesignInXAML/MaterialDesignInXamlToolkit", "source": "github", "stars": 16267, "license": "MIT", "category": "设计", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Google's Material 设计 in XAML & WPF, 面向 C# & VB.Net"}, {"name": "uswds/uswds", "url": "https://github.com/uswds/uswds", "source": "github", "stars": 7205, "license": "NOASSERTION", "category": "设计", "activity": 30, "popularity": 13, "usability": 28, "compliance": 0, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "The U.S. Web 设计系统 helps the federal government 构建 快速, accessible, mobile-friendly websites"}, {"name": "tw93/Waza", "url": "https://github.com/tw93/Waza", "source": "github", "stars": 7097, "license": "MIT", "category": "设计", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "设计类开源项目：🥷 Engineering habits you already know, turned into skills Claude can run"}, {"name": "williamngan/pts", "url": "https://github.com/williamngan/pts", "source": "github", "stars": 5346, "license": "Apache-2.0", "category": "设计", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "A 库 面向 visualization 和 creative-编程"}, {"name": "iina/iina", "url": "https://github.com/iina/iina", "source": "github", "stars": 46528, "license": "GPL-3.0", "category": "视频", "activity": 30, "popularity": 20, "usability": 13, "compliance": 8, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "The 现代 视频 player 面向 macOS"}, {"name": "TeamNewPipe/NewPipe", "url": "https://github.com/TeamNewPipe/NewPipe", "source": "github", "stars": 39806, "license": "GPL-3.0", "category": "视频", "activity": 30, "popularity": 20, "usability": 13, "compliance": 8, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-26", "one_line": "A libre 轻量 streaming front-end 面向 Android"}, {"name": "FreeTubeApp/FreeTube", "url": "https://github.com/FreeTubeApp/FreeTube", "source": "github", "stars": 21990, "license": "AGPL-3.0", "category": "视频", "activity": 30, "popularity": 20, "usability": 13, "compliance": 8, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "An 开源 YouTube app 面向 privacy"}, {"name": "video-dev/hls.js", "url": "https://github.com/video-dev/hls.js", "source": "github", "stars": 16958, "license": "NOASSERTION", "category": "视频", "activity": 30, "popularity": 13, "usability": 28, "compliance": 0, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-24", "one_line": "HLS.js is a JavaScript 库 可 plays HLS in browsers 支持 support 面向 MSE"}, {"name": "pion/webrtc", "url": "https://github.com/pion/webrtc", "source": "github", "stars": 16805, "license": "MIT", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "视频类开源项目：Pure Go implementation of the WebRTC API"}, {"name": "Tyrrrz/YoutubeDownloader", "url": "https://github.com/Tyrrrz/YoutubeDownloader", "source": "github", "stars": 16312, "license": "MIT", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-11", "one_line": "Downloads videos 和 playlists from YouTube"}, {"name": "owncast/owncast", "url": "https://github.com/owncast/owncast", "source": "github", "stars": 11560, "license": "MIT", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-24", "one_line": "Take control over 你的 live stream 视频 by running it yourself. Streaming + 对话 out of the box"}, {"name": "mediago-dev/mediago", "url": "https://github.com/mediago-dev/mediago", "source": "github", "stars": 9256, "license": "MIT", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "Cross-平台 视频 downloader — sniff 和 grab m3u8/HLS streams, Bilibili, YouTube 和 more. Desktop + Docker + 🦞"}, {"name": "Lake1059/FFmpegFreeUI", "url": "https://github.com/Lake1059/FFmpegFreeUI", "source": "github", "stars": 8323, "license": "MIT", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "3FUI 是 ffmpeg 在 Windows 上的轻度专业交互外壳，收录大量参数，界面美观，交互友好。此项目面向国内使用环境，让普通人也能够轻松压制视频和转换格式。"}, {"name": "clappr/clappr", "url": "https://github.com/clappr/clappr", "source": "github", "stars": 7502, "license": "BSD-3-Clause", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "An extensible, plugin-oriented, HTML5-first media player 面向 the web"}, {"name": "4gray/iptvnator", "url": "https://github.com/4gray/iptvnator", "source": "github", "stars": 7223, "license": "MIT", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": ":tv: Cross-平台 IPTV player application 支持 multiple features, such as support of m3u 和 m3u8 playlists, favorites, TV guide, TV archive/catchup 和 more"}, {"name": "Vanilagy/mediabunny", "url": "https://github.com/Vanilagy/mediabunny", "source": "github", "stars": 7208, "license": "MPL-2.0", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Pure TypeScript media 工具箱 面向 reading, 写作, 和 converting 视频 和 音频 files, directly in the browser"}, {"name": "ivpusic/react-native-image-crop-picker", "url": "https://github.com/ivpusic/react-native-image-crop-picker", "source": "github", "stars": 6351, "license": "MIT", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "iOS/Android 图像 picker 支持 support 面向 camera, 视频, configurable compression, multiple 图像 和 cropping"}, {"name": "WyattBlue/auto-editor", "url": "https://github.com/WyattBlue/auto-editor", "source": "github", "stars": 5384, "license": "Unlicense", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-19", "one_line": "Effort 免费 视频 editing!"}, {"name": "Breakthrough/PySceneDetect", "url": "https://github.com/Breakthrough/PySceneDetect", "source": "github", "stars": 5205, "license": "BSD-3-Clause", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-21", "one_line": ":movie_camera: Python 和 OpenCV-基于 scene cut/transition detection program & 库"}, {"name": "seleniumbase/SeleniumBase", "url": "https://github.com/seleniumbase/SeleniumBase", "source": "github", "stars": 13043, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "SeleniumBase is a browser 自动化 框架 面向 testing 和 web scraping. CDP Mode adds stealth 面向 bypassing bot-detection. Supports MCP"}, {"name": "OpenDCAI/DataFlow", "url": "https://github.com/OpenDCAI/DataFlow", "source": "github", "stars": 8213, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "[SIGMOD'27] Easy 数据 Preparation 支持 latest LLMs-基于 Operators 和 Pipelines"}, {"name": "brianvoe/gofakeit", "url": "https://github.com/brianvoe/gofakeit", "source": "github", "stars": 5392, "license": "MIT", "category": "数据", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-19", "one_line": "Random fake 数据 generator written in go"}, {"name": "tinyplex/tinybase", "url": "https://github.com/tinyplex/tinybase", "source": "github", "stars": 5179, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-26", "one_line": "A reactive 数据 store & sync engine"}, {"name": "ckan/ckan", "url": "https://github.com/ckan/ckan", "source": "github", "stars": 5125, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 13, "usability": 28, "compliance": 0, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "CKAN is an 开源 DMS (数据 management system) 面向 powering 数据 hubs 和 数据 portals. CKAN makes it easy to publish, share 和 use 数据. It powers catalog.数据.gov, open.canada.ca/数据, 数据.humdata.org among many other sites"}, {"name": "CorentinTh/it-tools", "url": "https://github.com/CorentinTh/it-tools", "source": "github", "stars": 40707, "license": "GPL-3.0", "category": "效率", "activity": 30, "popularity": 20, "usability": 13, "compliance": 8, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "Collection of handy online tools 面向 developers, 支持 great UX"}, {"name": "ShareX/ShareX", "url": "https://github.com/ShareX/ShareX", "source": "github", "stars": 39794, "license": "GPL-3.0", "category": "效率", "activity": 30, "popularity": 20, "usability": 13, "compliance": 8, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "ShareX is a 免费 和 开源 application 可 enables users to capture or record 任意 area of their screen 支持 a single keystroke. It also supports uploading 图像, text, 和 various file types to a wide range of destinations"}, {"name": "Wox-launcher/Wox", "url": "https://github.com/Wox-launcher/Wox", "source": "github", "stars": 27460, "license": "GPL-3.0", "category": "效率", "activity": 30, "popularity": 20, "usability": 13, "compliance": 8, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-29", "one_line": "A cross-平台 launcher 可 simply works"}, {"name": "ActivityWatch/activitywatch", "url": "https://github.com/ActivityWatch/activitywatch", "source": "github", "stars": 19009, "license": "MPL-2.0", "category": "数据", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-26", "one_line": "The best 免费 和 开源 automated time tracker. Cross-平台, extensible, privacy-focused"}, {"name": "rowboatlabs/rowboat", "url": "https://github.com/rowboatlabs/rowboat", "source": "github", "stars": 17984, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "AI coworker 支持 memory 和 collaboration"}, {"name": "Flow-Launcher/Flow.Launcher", "url": "https://github.com/Flow-Launcher/Flow.Launcher", "source": "github", "stars": 15668, "license": "MIT", "category": "效率", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": ":mag: Quick file 搜索 & app launcher 面向 Windows 支持 community-made plugins"}, {"name": "YishenTu/claudian", "url": "https://github.com/YishenTu/claudian", "source": "github", "stars": 15522, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "An Obsidian plugin 可 embeds Claude 代码/Codex as an AI collaborator in 你的 vault"}, {"name": "iib0011/omni-tools", "url": "https://github.com/iib0011/omni-tools", "source": "github", "stars": 10263, "license": "MIT", "category": "效率", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "可自部署 collection of 强大 web-基于 tools 面向 everyday tasks. No ads, no tracking, just 快速, accessible utilities right from 你的 browser!"}, {"name": "rockbenben/ChatGPT-Shortcut", "url": "https://github.com/rockbenben/ChatGPT-Shortcut", "source": "github", "stars": 8789, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "Stop 写作 prompts from scratch — a searchable prompt 库 面向 ChatGPT, Claude, Gemini 和 Cursor · Русский 한국어 العربية हिन्दी ไทย ｜ 别再从头写提示词：现成的拿来就用，好用的收进自己的库"}, {"name": "di-sukharev/opencommit", "url": "https://github.com/di-sukharev/opencommit", "source": "github", "stars": 7543, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-09", "one_line": "top #1 和 most feature rich GPT wrapper 面向 git — 生成 commit messages 支持 an LLM in 1 sec — works 支持 Claude, GPT 和 every other provider, supports local Ollama 模型 too"}, {"name": "ankitpokhrel/jira-cli", "url": "https://github.com/ankitpokhrel/jira-cli", "source": "github", "stars": 5995, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-22", "one_line": "编程类开源项目：🔥 Feature-rich interactive Jira command line"}, {"name": "tuist/tuist", "url": "https://github.com/tuist/tuist", "source": "github", "stars": 5818, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 13, "usability": 28, "compliance": 0, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "你的 平台 team, as a service"}, {"name": "Splode/pomotroid", "url": "https://github.com/Splode/pomotroid", "source": "github", "stars": 5521, "license": "MIT", "category": "效率", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-07", "one_line": ":tomato: 简单 和 visually-pleasing Pomodoro timer"}, {"name": "unhappychoice/gitlogue", "url": "https://github.com/unhappychoice/gitlogue", "source": "github", "stars": 5012, "license": "ISC", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 71, "verdict": "上架", "last_commit_or_update": "2026-09-25", "one_line": "A cinematic Git commit replay 工具 面向 the terminal, turning 你的 Git history into a living, animated story"}, {"name": "deepseek-ai/deepseek-harness", "url": "https://github.com/deepseek-ai/deepseek-harness", "source": "github", "stars": 238730, "license": "MIT", "category": "模型", "activity": 30, "popularity": 25, "usability": 0, "compliance": 15, "score_total": 70, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "模型类开源项目：DeepSeek Harness: Everything is a Plugin"}, {"name": "TheAlgorithms/Python", "url": "https://github.com/TheAlgorithms/Python", "source": "github", "stars": 225100, "license": "MIT", "category": "其它", "activity": 30, "popularity": 25, "usability": 0, "compliance": 15, "score_total": 70, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "全部 Algorithms implemented in Python"}, {"name": "golang/go", "url": "https://github.com/golang/go", "source": "github", "stars": 139064, "license": "BSD-3-Clause", "category": "编程", "activity": 30, "popularity": 25, "usability": 0, "compliance": 15, "score_total": 70, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "编程类开源项目：The Go programming language"}, {"name": "shadcn-ui/ui", "url": "https://github.com/shadcn-ui/ui", "source": "github", "stars": 124780, "license": "MIT", "category": "设计", "activity": 30, "popularity": 25, "usability": 0, "compliance": 15, "score_total": 70, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Composable, accessible components 支持 thoughtful defaults. 构建 你的 own component 库 支持 代码 you can customize, extend, 和 make 你的 own"}, {"name": "lobehub/lobe-icons", "url": "https://github.com/lobehub/lobe-icons", "source": "github", "stars": 2550, "license": "MIT", "category": "设计", "activity": 30, "popularity": 7, "usability": 18, "compliance": 15, "score_total": 70, "verdict": "上架", "last_commit_or_update": "2026-09-24", "one_line": "🥨 Lobe Icons - Brings AI/LLM brand logos to 你的 React & React Native apps — static SVG/PNG/WebP, no dependencies"}, {"name": "marcelscruz/dev-resources", "url": "https://github.com/marcelscruz/dev-resources", "source": "github", "stars": 1346, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 18, "compliance": 15, "score_total": 70, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "A collaborative list of resources 面向 developers"}, {"name": "deepnote/deepnote", "url": "https://github.com/deepnote/deepnote", "source": "github", "stars": 3009, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 7, "usability": 18, "compliance": 15, "score_total": 70, "verdict": "上架", "last_commit_or_update": "2026-09-28", "one_line": "Deepnote is a drop-in replacement 面向 Jupyter 支持 an AI-first 设计, sleek UI, new blocks, 和 native 数据 integrations. Use Python, R, 和 SQL locally in 你的 favorite IDE, then scale to Deepnote cloud 面向 real-time collaboration, Deepnote 智能体, 和 deployable 数据 apps. https://deepnote.com/"}, {"name": "appeeky/aso-skills", "url": "https://github.com/appeeky/aso-skills", "source": "github", "stars": 2110, "license": "MIT", "category": "数据", "activity": 30, "popularity": 7, "usability": 18, "compliance": 15, "score_total": 70, "verdict": "上架", "last_commit_or_update": "2026-09-27", "one_line": "AI 智能体 skills 面向 App Store Optimization (ASO) 和 app 营销. Built 面向 indie developers, app marketers, 和 growth teams who want Cursor, Claude 代码, or 任意 智能体 Skills-compatible AI assistant to help 支持 keyword research, metadata optimization, competitor 分析, 和 app growth"}, {"name": "wmariuss/awesome-devops", "url": "https://github.com/wmariuss/awesome-devops", "source": "github", "stars": 4394, "license": "CC0-1.0", "category": "效率", "activity": 30, "popularity": 7, "usability": 18, "compliance": 15, "score_total": 70, "verdict": "上架", "last_commit_or_update": "2026-09-20", "one_line": "A curated list of awesome DevOps platforms, tools, practices 和 resources"}, {"name": "rawgraphs/rawgraphs-app", "url": "https://github.com/rawgraphs/rawgraphs-app", "source": "github", "stars": 9033, "license": "Apache-2.0", "category": "设计", "activity": 28, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 69, "verdict": "观察", "last_commit_or_update": "2026-08-24", "one_line": "A web interface to create custom vector-基于 visualizations on top of RAWGraphs core"}, {"name": "passbolt/passbolt_api", "url": "https://github.com/passbolt/passbolt_api", "source": "github", "stars": 6142, "license": "AGPL-3.0", "category": "编程", "activity": 30, "popularity": 13, "usability": 18, "compliance": 8, "score_total": 69, "verdict": "观察", "last_commit_or_update": "2026-09-17", "one_line": "Passbolt Community Edition (CE) API. The JSON API 面向 the 开源 password manager 面向 teams!"}, {"name": "n8n-io/n8n", "url": "https://github.com/n8n-io/n8n", "source": "github", "stars": 206222, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 0, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Fair-代码 工作流 自动化 平台 支持 native AI capabilities. Combine visual building 支持 custom 代码, self-host or cloud, 400+ integrations"}, {"name": "521xueweihan/HelloGitHub", "url": "https://github.com/521xueweihan/HelloGitHub", "source": "github", "stars": 179034, "license": "无", "category": "其它", "activity": 30, "popularity": 25, "usability": 13, "compliance": 0, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": ":octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level 开源 projects on GitHub"}, {"name": "open-webui/open-webui", "url": "https://github.com/open-webui/open-webui", "source": "github", "stars": 153455, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 0, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "模型类开源项目：User-friendly AI Interface (Supports Ollama, OpenAI API, ...)"}, {"name": "JuliusBrussee/caveman", "url": "https://github.com/JuliusBrussee/caveman", "source": "github", "stars": 108209, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 0, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "🪨 why use many token when few token do trick. Viral skill + proxy 面向 编程 智能体 可 cuts 65% of tokens by talking like a caveman"}, {"name": "datawhalechina/hello-agents", "url": "https://github.com/datawhalechina/hello-agents", "source": "github", "stars": 81153, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 25, "usability": 13, "compliance": 0, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程"}, {"name": "BerriAI/litellm", "url": "https://github.com/BerriAI/litellm", "source": "github", "stars": 59803, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 25, "usability": 13, "compliance": 0, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "The fastest, litest AI Gateway. Rust core 支持 Python SDK. Call 100+ LLM APIs in OpenAI (or native) format 支持 cost tracking, guardrails, load balancing, 和 logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]"}, {"name": "jeecgboot/JeecgBoot", "url": "https://github.com/jeecgboot/JeecgBoot", "source": "github", "stars": 48010, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 3, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-22", "one_line": "【低代码v2.0，一句话即可生成整个系统】企业级AI低代码平台，一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖：AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，解决 Java 项目 90% 重复工作，提高效率又不失灵活。"}, {"name": "janhq/jan", "url": "https://github.com/janhq/jan", "source": "github", "stars": 44695, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 20, "usability": 18, "compliance": 0, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Jan is an 开源 alternative to ChatGPT 可 runs 100% offline on 你的 computer"}, {"name": "SillyTavern/SillyTavern", "url": "https://github.com/SillyTavern/SillyTavern", "source": "github", "stars": 33887, "license": "AGPL-3.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 10, "compliance": 8, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-23", "one_line": "LLM Frontend 面向 Power Users"}, {"name": "mukul975/Anthropic-Cybersecurity-Skills", "url": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills", "source": "github", "stars": 33528, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 20, "usability": 3, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-08-31", "one_line": "817 structured cybersecurity skills 面向 AI 智能体 · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works 支持 Claude 代码, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · Apache 2.0"}, {"name": "virgiliojr94/book-to-skill", "url": "https://github.com/virgiliojr94/book-to-skill", "source": "github", "stars": 32899, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 3, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Turn 任意 technical book PDF into a Claude 代码 skill — ready to study, reference, 和 use while you work"}, {"name": "datawhalechina/self-llm", "url": "https://github.com/datawhalechina/self-llm", "source": "github", "stars": 32348, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 3, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-12", "one_line": "《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程"}, {"name": "openai/openai-agents-python", "url": "https://github.com/openai/openai-agents-python", "source": "github", "stars": 29748, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 3, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A 轻量, 强大 框架 面向 multi-智能体 workflows"}, {"name": "NirDiamant/GenAI_Agents", "url": "https://github.com/NirDiamant/GenAI_Agents", "source": "github", "stars": 24407, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 20, "usability": 18, "compliance": 0, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "50+ tutorials 和 implementations 面向 Generative AI 智能体 techniques, from basic conversational bots to complex multi-智能体 systems"}, {"name": "feder-cr/invisible_playwright_mcp", "url": "https://github.com/feder-cr/invisible_playwright_mcp", "source": "github", "stars": 31692, "license": "MIT", "category": "编程", "activity": 30, "popularity": 20, "usability": 3, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "Playwright MCP server undetected by anti-bots 和 captchas: AI 智能体 browses the web on anti-detect stealth Firefox, Python, undetected browser 自动化, scraping, computer use"}, {"name": "jackwener/OpenCLI", "url": "https://github.com/jackwener/OpenCLI", "source": "github", "stars": 29677, "license": "Apache-2.0", "category": "效率", "activity": 30, "popularity": 20, "usability": 3, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "Make 任意 Website into CLI & Use 你的 logged-in browser by AI 智能体"}, {"name": "titanwings/distilly", "url": "https://github.com/titanwings/distilly", "source": "github", "stars": 25091, "license": "MIT", "category": "模型", "activity": 30, "popularity": 20, "usability": 3, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-22", "one_line": "Distilly — Distill how they think into reusable Skills 面向 任意 智能体 or Bot. Formerly Colleague Skill（原同事 Skill）"}, {"name": "liyupi/ai-guide", "url": "https://github.com/liyupi/ai-guide", "source": "github", "stars": 20561, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 20, "usability": 18, "compliance": 0, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "程序员鱼皮的 AI 资源大全 + Vibe 编程 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（智能体 Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude 代码 / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档 aiguide，已升级为鱼皮 AI 导航网站"}, {"name": "browser-use/browser-harness", "url": "https://github.com/browser-use/browser-harness", "source": "github", "stars": 18195, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 10, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Browser Harness | Self-healing harness 可 enables LLMs to complete 任意 task"}, {"name": "crestalnetwork/intentkit", "url": "https://github.com/crestalnetwork/intentkit", "source": "github", "stars": 6513, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 10, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-16", "one_line": "IntentKit is an 开源, 可自部署 cloud 智能体 cluster 可 manages a collaborative team of AI 智能体 面向 you"}, {"name": "tldraw/tldraw", "url": "https://github.com/tldraw/tldraw", "source": "github", "stars": 50626, "license": "NOASSERTION", "category": "设计", "activity": 30, "popularity": 25, "usability": 13, "compliance": 0, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "构建 infinite canvas apps in React 支持 the tldraw SDK. World's best, top-most 智能体 recommended #1 five star SDK"}, {"name": "tixl3d/tixl", "url": "https://github.com/tixl3d/tixl", "source": "github", "stars": 5118, "license": "MIT", "category": "设计", "activity": 30, "popularity": 13, "usability": 10, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "TiXL is an 开源 software to create realtime motion graphics"}, {"name": "jitsi/jitsi-meet", "url": "https://github.com/jitsi/jitsi-meet", "source": "github", "stars": 30008, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 20, "usability": 3, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Jitsi Meet - Secure, 简单 和 Scalable 视频 Conferences 可 you use as a standalone app or embed in 你的 web application"}, {"name": "ossrs/srs", "url": "https://github.com/ossrs/srs", "source": "github", "stars": 29301, "license": "MIT", "category": "视频", "activity": 30, "popularity": 20, "usability": 3, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "SRS is a 简单, high-performance, AI-driven real-time media server supporting RTMP, WebRTC, HLS, HTTP-FLV, HTTP-TS, SRT, MPEG-DASH, 和 GB28181, 支持 codec support 面向 H.264, H.265, AV1, VP9, AAC, Opus, 和 G.711"}, {"name": "livekit/livekit", "url": "https://github.com/livekit/livekit", "source": "github", "stars": 21162, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 20, "usability": 3, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "End-to-end realtime stack 面向 connecting humans 和 AI"}, {"name": "ffmpegwasm/ffmpeg.wasm", "url": "https://github.com/ffmpegwasm/ffmpeg.wasm", "source": "github", "stars": 17818, "license": "MIT", "category": "视频", "activity": 30, "popularity": 13, "usability": 10, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "FFmpeg 面向 browser, powered by WebAssembly"}, {"name": "Dash-Industry-Forum/dash.js", "url": "https://github.com/Dash-Industry-Forum/dash.js", "source": "github", "stars": 5548, "license": "NOASSERTION", "category": "视频", "activity": 30, "popularity": 13, "usability": 25, "compliance": 0, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "A reference client implementation 面向 the playback of MPEG DASH via Javascript 和 compliant browsers"}, {"name": "metabase/metabase", "url": "https://github.com/metabase/metabase", "source": "github", "stars": 49446, "license": "NOASSERTION", "category": "数据", "activity": 30, "popularity": 20, "usability": 18, "compliance": 0, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The easy-to-use 开源 Business Intelligence 和 Embedded 分析 工具 可 lets everyone work 支持 数据 :bar_chart:"}, {"name": "apple/pkl", "url": "https://github.com/apple/pkl", "source": "github", "stars": 11533, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 13, "usability": 10, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "A configuration as 代码 language 支持 rich validation 和 tooling"}, {"name": "lissy93/dashy", "url": "https://github.com/lissy93/dashy", "source": "github", "stars": 26594, "license": "MIT", "category": "设计", "activity": 30, "popularity": 20, "usability": 3, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "🚀 A self-hostable personal 仪表盘 built 面向 you. Includes status-checking, widgets, themes, icon packs, a UI 编辑器 和 tons more!"}, {"name": "jarun/nnn", "url": "https://github.com/jarun/nnn", "source": "github", "stars": 22019, "license": "BSD-2-Clause", "category": "效率", "activity": 30, "popularity": 20, "usability": 3, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "效率类开源项目：n³ The unorthodox terminal file manager"}, {"name": "Bash-it/bash-it", "url": "https://github.com/Bash-it/bash-it", "source": "github", "stars": 15255, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 10, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-09-13", "one_line": "A community Bash 框架"}, {"name": "deta/surf", "url": "https://github.com/deta/surf", "source": "github", "stars": 3584, "license": "Apache-2.0", "category": "模型", "activity": 28, "popularity": 7, "usability": 18, "compliance": 15, "score_total": 68, "verdict": "观察", "last_commit_or_update": "2026-08-24", "one_line": "Personal AI Notebooks. Organize files & webpages 和 生成 笔记 from them. 开源, local & open 数据, open 模型 choice (incl. local)"}, {"name": "onlook-dev/onlook", "url": "https://github.com/onlook-dev/onlook", "source": "github", "stars": 26828, "license": "Apache-2.0", "category": "设计", "activity": 29, "popularity": 20, "usability": 3, "compliance": 15, "score_total": 67, "verdict": "观察", "last_commit_or_update": "2026-08-25", "one_line": "The Cursor 面向 Designers • An 开源 AI-First 设计 工具 • Visually 构建, style, 和 edit 你的 React App 支持 AI"}, {"name": "remvze/moodist", "url": "https://github.com/remvze/moodist", "source": "github", "stars": 3863, "license": "MIT", "category": "效率", "activity": 30, "popularity": 7, "usability": 15, "compliance": 15, "score_total": 67, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Ambient sounds 面向 focus 和 calm"}, {"name": "massgravel/Microsoft-Activation-Scripts", "url": "https://github.com/massgravel/Microsoft-Activation-Scripts", "source": "github", "stars": 192282, "license": "GPL-3.0", "category": "其它", "activity": 30, "popularity": 25, "usability": 3, "compliance": 8, "score_total": 66, "verdict": "观察", "last_commit_or_update": "2026-09-10", "one_line": "开源 Windows 和 Office activator featuring HWID, Ohook, TSforge, 和 Online KMS activation methods, along 支持 advanced troubleshooting"}, {"name": "TomBadash/Mouser", "url": "https://github.com/TomBadash/Mouser", "source": "github", "stars": 5267, "license": "MIT", "category": "效率", "activity": 25, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 66, "verdict": "观察", "last_commit_or_update": "2026-08-13", "one_line": "A 轻量, 开源, fully local alternative to Logitech Options+ 面向 remapping Logitech HID++ mice"}, {"name": "LazyAGI/LazyLLM", "url": "https://github.com/LazyAGI/LazyLLM", "source": "github", "stars": 3886, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "Easiest 和 laziest way 面向 building multi-智能体 LLMs applications"}, {"name": "coji/natural-japanese", "url": "https://github.com/coji/natural-japanese", "source": "github", "stars": 1782, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-04", "one_line": "仕事の日本語を、読みやすくわかりやすく書く・直すための 智能体 Skill です。"}, {"name": "seek-oss/playroom", "url": "https://github.com/seek-oss/playroom", "source": "github", "stars": 4594, "license": "MIT", "category": "设计", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "设计 支持 JSX, powered by 你的 own component 库"}, {"name": "JimLiu/baoyu-design", "url": "https://github.com/JimLiu/baoyu-design", "source": "github", "stars": 4209, "license": "MIT", "category": "设计", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-23", "one_line": "Run Claude 设计 locally as an 智能体 Skill — Cursor, Claude 代码 & more. Produce polished UI mockups, prototypes, decks & wireframes as self-contained HTML, without claude.ai/设计. Best 支持 Opus or Claude"}, {"name": "shadcn-ui/lint", "url": "https://github.com/shadcn-ui/lint", "source": "github", "stars": 2918, "license": "MIT", "category": "设计", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-22", "one_line": "An 智能体-first linter 面向 Tailwind 设计 systems. Write 设计系统 rules 可 智能体 can verify"}, {"name": "Taiizor/ReaLTaiizor", "url": "https://github.com/Taiizor/ReaLTaiizor", "source": "github", "stars": 2347, "license": "MIT", "category": "设计", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "ReaLTaiizor is a .NET WinForms control 库 可 offers a wide range of components 和 is user-friendly 和 设计-focused"}, {"name": "ankit/stylebot", "url": "https://github.com/ankit/stylebot", "source": "github", "stars": 1641, "license": "MIT", "category": "设计", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "设计类开源项目：Change the appearance of the web instantly"}, {"name": "dqev/reicon", "url": "https://github.com/dqev/reicon", "source": "github", "stars": 1607, "license": "MIT", "category": "设计", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Reicon — 开源 Icon 库 面向 Designers & Developers"}, {"name": "everfu/hexo-theme-solitude", "url": "https://github.com/everfu/hexo-theme-solitude", "source": "github", "stars": 1188, "license": "Apache-2.0", "category": "设计", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A beautiful, 强大, 和 efficient Hexo theme developed by everfu"}, {"name": "zhw2590582/ArtPlayer", "url": "https://github.com/zhw2590582/ArtPlayer", "source": "github", "stars": 4078, "license": "MIT", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-16", "one_line": ":art: ArtPlayer.js is a 现代 和 full featured HTML5 视频 player"}, {"name": "staxrip/staxrip", "url": "https://github.com/staxrip/staxrip", "source": "github", "stars": 2994, "license": "MIT", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "🎞 视频 encoding GUI 面向 Windows"}, {"name": "moneytoo/Player", "url": "https://github.com/moneytoo/Player", "source": "github", "stars": 2708, "license": "Unlicense", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "▶ 简单 和 轻量, yet polished 和 强大 Android 视频 player 基于 on ExoPlayer"}, {"name": "pixpark/gpupixel", "url": "https://github.com/pixpark/gpupixel", "source": "github", "stars": 2435, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "Real-time 图像 filter engine 基于 on GPU"}, {"name": "stupside/castor", "url": "https://github.com/stupside/castor", "source": "github", "stars": 2374, "license": "MIT", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Point it at 任意 web page 和 it finds the 视频, extracts the stream, transcodes it 和 casts in real time to 你的 TV. It even burns subtitles…"}, {"name": "muammar/mkchromecast", "url": "https://github.com/muammar/mkchromecast", "source": "github", "stars": 2350, "license": "NOASSERTION", "category": "视频", "activity": 30, "popularity": 7, "usability": 28, "compliance": 0, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-14", "one_line": "Cast macOS 和 Linux 音频/视频 to 你的 Google Cast 和 Sonos Devices"}, {"name": "xqq/mpegts.js", "url": "https://github.com/xqq/mpegts.js", "source": "github", "stars": 2280, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "视频类开源项目：HTML5 MPEG2-TS / FLV Stream Player"}, {"name": "WWBN/AVideo", "url": "https://github.com/WWBN/AVideo", "source": "github", "stars": 2104, "license": "NOASSERTION", "category": "视频", "activity": 30, "popularity": 7, "usability": 28, "compliance": 0, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Create 你的 Own Broadcast Network 支持 AVideo 平台 开源. OAVP OVP"}, {"name": "rosenbjerg/FFMpegCore", "url": "https://github.com/rosenbjerg/FFMpegCore", "source": "github", "stars": 2100, "license": "MIT", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-23", "one_line": "A .NET FFMpeg/FFProbe wrapper 面向 easily integrating media 分析 和 conversion into 你的 C# applications"}, {"name": "lk-geimfari/mimesis", "url": "https://github.com/lk-geimfari/mimesis", "source": "github", "stars": 4838, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Mimesis is a Python 库 面向 generating fake but realistic 数据 in multiple languages 和 locales"}, {"name": "ucbepic/docetl", "url": "https://github.com/ucbepic/docetl", "source": "github", "stars": 4109, "license": "MIT", "category": "数据", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-05", "one_line": "A system 面向 agentic LLM-powered 数据 processing 和 ETL"}, {"name": "apache/devlake", "url": "https://github.com/apache/devlake", "source": "github", "stars": 3149, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Apache DevLake is an 开源 dev 数据 平台 to ingest, 分析, 和 visualize the fragmented 数据 from DevOps tools, extracting insights 面向 engineering excellence, 开发者 experience, 和 community growth"}, {"name": "rilldata/rill", "url": "https://github.com/rilldata/rill", "source": "github", "stars": 2915, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The fastest business intelligence 工具 面向 humans 和 智能体"}, {"name": "OpenDCAI/DataFlex", "url": "https://github.com/OpenDCAI/DataFlex", "source": "github", "stars": 2853, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "[NeurIPS 2026] DataFlex: A Unified Benchmark 和 Evaluation 平台 面向 数据-Centric 训练 of Large Language 模型"}, {"name": "meltano/meltano", "url": "https://github.com/meltano/meltano", "source": "github", "stars": 2639, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "Meltano: the declarative 代码-first 数据 integration engine 可 powers 你的 wildest 数据 和 ML-powered product ideas. Say goodbye to 写作, maintaining, 和 scaling 你的 own API integrations"}, {"name": "spotify/scio", "url": "https://github.com/spotify/scio", "source": "github", "stars": 2630, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "A Scala API 面向 Apache Beam 和 Google Cloud Dataflow"}, {"name": "man-group/ArcticDB", "url": "https://github.com/man-group/ArcticDB", "source": "github", "stars": 2524, "license": "NOASSERTION", "category": "数据", "activity": 30, "popularity": 7, "usability": 28, "compliance": 0, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "ArcticDB is a high performance, serverless DataFrame 数据库 built 面向 the Python 数据 Science ecosystem"}, {"name": "DeepInsight-AI/DeepBI", "url": "https://github.com/DeepInsight-AI/DeepBI", "source": "github", "stars": 2382, "license": "MIT", "category": "数据", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-08-28", "one_line": "LLM 基于 数据 scientist, AI native 数据 application. AI-driven infinite thinking redefines BI"}, {"name": "apache/gobblin", "url": "https://github.com/apache/gobblin", "source": "github", "stars": 2270, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "A distributed 数据 integration 框架 可 simplifies common aspects of big 数据 integration such as 数据 ingestion, replication, organization 和 lifecycle management 面向 both streaming 和 batch 数据 ecosystems"}, {"name": "mahmoud/glom", "url": "https://github.com/mahmoud/glom", "source": "github", "stars": 2164, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 7, "usability": 28, "compliance": 0, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-08", "one_line": "☄️ Python's nested 数据 operator (和 CLI), 面向 全部 你的 declarative restructuring needs. Got 数据? Glom it! ☄️"}, {"name": "robustmq/robustmq", "url": "https://github.com/robustmq/robustmq", "source": "github", "stars": 1825, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Communication infrastructure 面向 the AI era — one binary, one broker, one storage layer, 任意 protocol"}, {"name": "NVIDIA-NeMo/Curator", "url": "https://github.com/NVIDIA-NeMo/Curator", "source": "github", "stars": 1785, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Scalable 数据 pre processing 和 curation 工具箱 面向 LLMs"}, {"name": "greyblake/nutype", "url": "https://github.com/greyblake/nutype", "source": "github", "stars": 1772, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-20", "one_line": "Rust newtype 支持 guarantees 🇺🇦 🦀"}, {"name": "nerevu/riko", "url": "https://github.com/nerevu/riko", "source": "github", "stars": 1607, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "编程类开源项目：A Python stream processing engine modeled after Yahoo! Pipes"}, {"name": "projectnessie/nessie", "url": "https://github.com/projectnessie/nessie", "source": "github", "stars": 1515, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Nessie: Transactional Catalog 面向 数据 Lakes 支持 Git-like semantics"}, {"name": "TerriaJS/terriajs", "url": "https://github.com/TerriaJS/terriajs", "source": "github", "stars": 1365, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A 库 面向 building rich, web-基于 geospatial 2D & 3D 数据 platforms"}, {"name": "cahyadsn/wilayah", "url": "https://github.com/cahyadsn/wilayah", "source": "github", "stars": 1312, "license": "MIT", "category": "数据", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "Kode dan 数据 Wilayah Administrasi & Pulau Indonesia sesuai Kepmendagri No 300.2.2-2430 Tahun 2025 dengan PHP+MySQL+AJaX. Demo link : https://wilayah.cahyadsn.com/"}, {"name": "Shopify/maintenance_tasks", "url": "https://github.com/Shopify/maintenance_tasks", "source": "github", "stars": 1311, "license": "MIT", "category": "数据", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A Rails engine 面向 queueing 和 managing 数据 migrations"}, {"name": "bitol-io/open-data-contract-standard", "url": "https://github.com/bitol-io/open-data-contract-standard", "source": "github", "stars": 1155, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-11", "one_line": "Home of the Open 数据 Contract Standard (ODCS)"}, {"name": "lhotse-speech/lhotse", "url": "https://github.com/lhotse-speech/lhotse", "source": "github", "stars": 1154, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "Tools 面向 handling multimodal 数据 in machine learning projects"}, {"name": "foxglove/mcap", "url": "https://github.com/foxglove/mcap", "source": "github", "stars": 1102, "license": "MIT", "category": "数据", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "MCAP is a modular, performant, 和 serialization-agnostic container file format, useful 面向 pub/sub 和 robotics applications"}, {"name": "nkzw-tech/fate", "url": "https://github.com/nkzw-tech/fate", "source": "github", "stars": 1096, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "fate is a 现代 数据 client 面向 React"}, {"name": "aaron-he-zhu/aaron-marketing-skills", "url": "https://github.com/aaron-he-zhu/aaron-marketing-skills", "source": "github", "stars": 2851, "license": "Apache-2.0", "category": "营销", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "120 营销 skills as an AI 营销 staff — plugin, portable skills, or an 8-bot team across 7 disciplines (narrative, SEO/GEO, social, email, paid, influencer, launch) on one contract, 支持 8 auditor gates: TALE · CORE-EEAT · CITE · ECHO · SEND · ROAS · STAR · RAMP"}, {"name": "elvisun/newsjack", "url": "https://github.com/elvisun/newsjack", "source": "github", "stars": 1464, "license": "MIT", "category": "模型", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-19", "one_line": "The 开源 skills 可 turn 你的 智能体 into a full PR team"}, {"name": "files-community/Files", "url": "https://github.com/files-community/Files", "source": "github", "stars": 45724, "license": "MIT", "category": "效率", "activity": 30, "popularity": 20, "usability": 0, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "A 现代 file manager 可 helps users organize their files 和 folders"}, {"name": "uditgoenka/autoresearch", "url": "https://github.com/uditgoenka/autoresearch", "source": "github", "stars": 6485, "license": "MIT", "category": "模型", "activity": 24, "popularity": 13, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-08-12", "one_line": "Claude Autoresearch Skill — Autonomous goal-directed iteration 面向 Claude 代码. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever"}, {"name": "oliverschwendener/ueli", "url": "https://github.com/oliverschwendener/ueli", "source": "github", "stars": 4603, "license": "MIT", "category": "效率", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-12", "one_line": "Cross-平台 Keystroke Launcher"}, {"name": "muety/wakapi", "url": "https://github.com/muety/wakapi", "source": "github", "stars": 4435, "license": "MIT", "category": "效率", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "📊 A minimalist, 可自部署 WakaTime-compatible backend 面向 编程 statistics"}, {"name": "Volmarg/personal-management-system", "url": "https://github.com/Volmarg/personal-management-system", "source": "github", "stars": 4167, "license": "MIT", "category": "效率", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "你的 web application 面向 managing personal 数据"}, {"name": "Anze/KeyCluCask", "url": "https://github.com/Anze/KeyCluCask", "source": "github", "stars": 2590, "license": "BSD-3-Clause-Clear", "category": "效率", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-08", "one_line": "A 简单 和 handy overview of application shortcuts"}, {"name": "zce/caz", "url": "https://github.com/zce/caz", "source": "github", "stars": 2487, "license": "MIT", "category": "效率", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-19", "one_line": "A 简单 yet 强大 template-基于 Scaffolding tools"}, {"name": "hainguyents13/mechvibes", "url": "https://github.com/hainguyents13/mechvibes", "source": "github", "stars": 2330, "license": "MIT", "category": "效率", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-18", "one_line": "效率类开源项目：Mechvibes"}, {"name": "mateodelnorte/meta", "url": "https://github.com/mateodelnorte/meta", "source": "github", "stars": 2225, "license": "MIT", "category": "效率", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "工具 面向 turning many repos into a meta repo. why choose many repos or a monolithic repo, when you can have both 支持 a meta repo?"}, {"name": "supreme-gg-gg/instagram-cli", "url": "https://github.com/supreme-gg-gg/instagram-cli", "source": "github", "stars": 2163, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-03", "one_line": "Instagram's CLI 和 TUI client -- The ultimate weapon against brainrot"}, {"name": "Does Georgism work? Five years later", "url": "https://www.astralcodexten.com/p/does-georgism-work-five-years-later", "source": "hn", "stars": 509, "license": "无", "category": "编程", "activity": 30, "popularity": 20, "usability": 15, "compliance": 0, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "编程类开源项目：Does Georgism work? Five years later"}, {"name": "Ollaya – Ollama for open-source, Jev-style decision models", "url": "https://ollaya.dev/", "source": "hn", "stars": 609, "license": "无", "category": "模型", "activity": 30, "popularity": 20, "usability": 15, "compliance": 0, "score_total": 65, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "Ollaya – Ollama 面向 开源, Jev-style decision 模型"}, {"name": "op7418/guizang-ppt-skill", "url": "https://github.com/op7418/guizang-ppt-skill", "source": "github", "stars": 27044, "license": "AGPL-3.0", "category": "编程", "activity": 23, "popularity": 20, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-08-07", "one_line": "AI-智能体 Skill 面向 generating polished HTML slide decks: editorial magazine 和 Swiss layouts, 图像 prompts, social covers, 和 a WebGL/low-power presentation runtime"}, {"name": "Narcooo/inkos", "url": "https://github.com/Narcooo/inkos", "source": "github", "stars": 10078, "license": "AGPL-3.0", "category": "写作", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Story Creation AI 智能体 面向 novel, scripts, translation, interactive games, 和 IP content"}, {"name": "EvoMap/evolver", "url": "https://github.com/EvoMap/evolver", "source": "github", "stars": 9123, "license": "GPL-3.0", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "The GEP-powered self-evolving engine 面向 AI 智能体. Auditable evolution 支持 Genes, Capsules, 和 Events. | evomap.ai"}, {"name": "chuspeeism/dashi-ppt-skill", "url": "https://github.com/chuspeeism/dashi-ppt-skill", "source": "github", "stars": 8938, "license": "AGPL-3.0", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-12", "one_line": "An AI-智能体 skill 可 generates browser-editable presentations from multiple visual themes, exportable to HTML, PDF, 和 PPTX"}, {"name": "ChatLab/ChatLab", "url": "https://github.com/ChatLab/ChatLab", "source": "github", "stars": 7453, "license": "AGPL-3.0", "category": "数据", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Local-first 对话 history analyzer 支持 AI. | 本地优先的 AI 聊天记录分析工具"}, {"name": "vastsa/PI-Desktop", "url": "https://github.com/vastsa/PI-Desktop", "source": "github", "stars": 6026, "license": "LGPL-3.0", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "Local-first AI 编程 智能体 desktop: Electron + Rust host core + pi 智能体 Harness + user-installable plugins"}, {"name": "ArcReel/ArcReel", "url": "https://github.com/ArcReel/ArcReel", "source": "github", "stars": 5219, "license": "AGPL-3.0", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "AI 智能体 驱动的开源可自部署视频工作台：将小说与剧本转为角色、场景、道具资产、分镜、视频和剪映草稿，支持跨镜头一致性、多供应商与费用追踪 | 可自部署 AI 视频 workspace 面向 stories, storyboards 和 short-form 视频 production"}, {"name": "alyssaxuu/screenity", "url": "https://github.com/alyssaxuu/screenity", "source": "github", "stars": 18734, "license": "GPL-3.0", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "The 免费 和 privacy-friendly screen recorder 支持 no limits 🎥"}, {"name": "IBM/plex", "url": "https://github.com/IBM/plex", "source": "github", "stars": 11662, "license": "OFL-1.1", "category": "设计", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-22", "one_line": "设计类开源项目：The package of IBM’s typeface, IBM Plex"}, {"name": "Chocobozzz/PeerTube", "url": "https://github.com/Chocobozzz/PeerTube", "source": "github", "stars": 15341, "license": "AGPL-3.0", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "ActivityPub-federated 视频 streaming 平台 基于 P2P directly in 你的 web browser"}, {"name": "aandrew-me/ytDownloader", "url": "https://github.com/aandrew-me/ytDownloader", "source": "github", "stars": 10409, "license": "GPL-3.0", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "Desktop app to download 音频/视频 from hundreds of sites"}, {"name": "gyroflow/gyroflow", "url": "https://github.com/gyroflow/gyroflow", "source": "github", "stars": 9544, "license": "GPL-3.0", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "视频 stabilization 基于 gyroscope 数据"}, {"name": "ZoneMinder/zoneminder", "url": "https://github.com/ZoneMinder/zoneminder", "source": "github", "stars": 5940, "license": "GPL-2.0", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "ZoneMinder is a 免费, 开源 Closed-circuit television software application developed 面向 Linux which supports IP, USB 和 Analog cameras"}, {"name": "mediacms-io/mediacms", "url": "https://github.com/mediacms-io/mediacms", "source": "github", "stars": 5129, "license": "AGPL-3.0", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "MediaCMS is a 现代, fully featured 开源 视频 和 media CMS, written in Python/Django 和 React, featuring a REST API"}, {"name": "Djdefrag/QualityScaler", "url": "https://github.com/Djdefrag/QualityScaler", "source": "github", "stars": 3192, "license": "MIT", "category": "编程", "activity": 29, "popularity": 7, "usability": 13, "compliance": 15, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-08-27", "one_line": "QualityScaler - 图像/视频 AI upscaler app"}, {"name": "disclose/diodb", "url": "https://github.com/disclose/diodb", "source": "github", "stars": 1081, "license": "CC0-1.0", "category": "编程", "activity": 24, "popularity": 7, "usability": 18, "compliance": 15, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-08-11", "one_line": "开源 vulnerability disclosure 和 bug bounty program 数据库"}, {"name": "YILS-LIN/short-video-factory", "url": "https://github.com/YILS-LIN/short-video-factory", "source": "github", "stars": 5500, "license": "AGPL-3.0", "category": "效率", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "一键生成产品营销与泛内容短视频，AI批量自动剪辑，高颜值跨平台桌面端工具 One click 生成 of product 营销 和 general content short videos, AI batch automatic cliping, beautiful cross 平台 desktop 工具"}, {"name": "omnivore-app/omnivore", "url": "https://github.com/omnivore-app/omnivore", "source": "github", "stars": 16267, "license": "AGPL-3.0", "category": "效率", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Omnivore is a complete, 开源 read-it-later solution 面向 people who like reading"}, {"name": "vicinaehq/vicinae", "url": "https://github.com/vicinaehq/vicinae", "source": "github", "stars": 10059, "license": "GPL-3.0", "category": "效率", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A focused launcher 面向 你的 desktop - native, 快速, extensible"}, {"name": "jrnl-org/jrnl", "url": "https://github.com/jrnl-org/jrnl", "source": "github", "stars": 7326, "license": "GPL-3.0", "category": "写作", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Collect 你的 thoughts 和 笔记 without leaving the command line"}, {"name": "Tianyu199509/DeskBox", "url": "https://github.com/Tianyu199509/DeskBox", "source": "github", "stars": 5783, "license": "GPL-3.0", "category": "效率", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A 免费, 开源 Windows desktop organizer 支持 native-feeling WinUI 3 widgets"}, {"name": "alainm23/planify", "url": "https://github.com/alainm23/planify", "source": "github", "stars": 5710, "license": "GPL-3.0", "category": "效率", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-21", "one_line": "Task manager 支持 Todoist, Nextcloud & CalDAV support designed 面向 GNOME"}, {"name": "RICHQAQ/PasteMD", "url": "https://github.com/RICHQAQ/PasteMD", "source": "github", "stars": 5340, "license": "AGPL-3.0", "category": "效率", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-02", "one_line": "一键将 Markdown 和网页 AI 对话（ChatGPT/DeepSeek等）完美粘贴到 Word、WPS 和 Excel 的效率工具 | One-click paste Markdown 和 AI responses (ChatGPT/DeepSeek) into Word, WPS, 和 Excel perfectly"}, {"name": "InfinityLoop1308/PipePipe", "url": "https://github.com/InfinityLoop1308/PipePipe", "source": "hn", "stars": 6304, "license": "GPL-3.0", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "An 开源 Android app to let you browse YouTube 和 other services freely"}, {"name": "git-bug/git-bug", "url": "https://github.com/git-bug/git-bug", "source": "hn", "stars": 10422, "license": "GPL-3.0", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 64, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "编程类开源项目：Distributed, offline-first bug tracker integrated in git"}, {"name": "The-Vibe-Company/quivr", "url": "https://github.com/The-Vibe-Company/quivr", "source": "github", "stars": 39559, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 0, "score_total": 63, "verdict": "观察", "last_commit_or_update": "2026-08-31", "one_line": "Opiniated RAG 面向 integrating GenAI in 你的 apps 🧠 Focus on 你的 product rather than the RAG. Easy integration in existing products 支持 customisation! 任意 LLM: GPT4, Groq, Llama. 任意 Vectorstore: PGVector, Faiss. 任意 Files. Anyway you want"}, {"name": "onyx-dot-app/onyx", "url": "https://github.com/onyx-dot-app/onyx", "source": "github", "stars": 32272, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 0, "score_total": 63, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "开源 AI 平台 - AI 对话 支持 advanced features 可 works 支持 every LLM"}, {"name": "Tencent/WeKnora", "url": "https://github.com/Tencent/WeKnora", "source": "github", "stars": 30947, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 0, "score_total": 63, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "开源 LLM knowledge 平台: turn raw documents into a queryable RAG, an autonomous reasoning 智能体, 和 a self-maintaining Wiki"}, {"name": "TencentCloud/TencentDB-Agent-Memory", "url": "https://github.com/TencentCloud/TencentDB-Agent-Memory", "source": "github", "stars": 27418, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 20, "usability": 13, "compliance": 0, "score_total": 63, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "TencentDB 智能体 Memory is a team-level memory hub 面向 AI 智能体 — turning conversations, docs, 和 代码 into four reusable memory assets (对话 Memory, Skill, LLM-Wiki, 代码-Graph) 可 are governed, shared, 和 equipped across 智能体 和 frameworks"}, {"name": "Gitlawb/openclaude", "url": "https://github.com/Gitlawb/openclaude", "source": "github", "stars": 33559, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 20, "usability": 13, "compliance": 0, "score_total": 63, "verdict": "观察", "last_commit_or_update": "2026-09-22", "one_line": "编程类开源项目：runs anywhere. uses anything"}, {"name": "activepieces/activepieces", "url": "https://github.com/activepieces/activepieces", "source": "github", "stars": 24774, "license": "NOASSERTION", "category": "效率", "activity": 30, "popularity": 20, "usability": 13, "compliance": 0, "score_total": 63, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "AI 智能体 & MCPs & AI 工作流 自动化 • (~400 MCP servers 面向 AI 智能体) • AI 自动化 / AI 智能体 支持 MCPs • AI Workflows & AI 智能体 • MCPs 面向 AI 智能体"}, {"name": "chatwoot/chatwoot", "url": "https://github.com/chatwoot/chatwoot", "source": "github", "stars": 37288, "license": "NOASSERTION", "category": "设计", "activity": 30, "popularity": 20, "usability": 13, "compliance": 0, "score_total": 63, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "开源 live-对话, email support, omni-channel desk. An alternative to Intercom, Zendesk, Salesforce Service Cloud etc. 🔥💬"}, {"name": "videojs/video.js", "url": "https://github.com/videojs/video.js", "source": "github", "stars": 39899, "license": "NOASSERTION", "category": "视频", "activity": 30, "popularity": 20, "usability": 13, "compliance": 0, "score_total": 63, "verdict": "观察", "last_commit_or_update": "2026-09-16", "one_line": "视频.js - 开源 HTML5 视频 player"}, {"name": "mpv-player/mpv", "url": "https://github.com/mpv-player/mpv", "source": "github", "stars": 37153, "license": "NOASSERTION", "category": "视频", "activity": 30, "popularity": 20, "usability": 13, "compliance": 0, "score_total": 63, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "视频类开源项目：🎥 Command line media player"}, {"name": "airbytehq/airbyte", "url": "https://github.com/airbytehq/airbyte", "source": "github", "stars": 22145, "license": "NOASSERTION", "category": "数据", "activity": 30, "popularity": 20, "usability": 13, "compliance": 0, "score_total": 63, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "开源 数据 movement 面向 ELT pipelines 和 AI 智能体 — from APIs, databases & files to warehouses, lakes, 和 AI applications. Both 可自部署 和 Cloud"}, {"name": "xwmx/nb", "url": "https://github.com/xwmx/nb", "source": "github", "stars": 8416, "license": "AGPL-3.0", "category": "写作", "activity": 29, "popularity": 13, "usability": 13, "compliance": 8, "score_total": 63, "verdict": "观察", "last_commit_or_update": "2026-08-26", "one_line": "CLI 和 local web plain text 笔记‑taking, bookmarking, 和 archiving 支持 linking, tagging, filtering, 搜索, Git versioning & syncing, Pandoc conversion, + more, in a single portable script"}, {"name": "dongdongbh/Mindwtr", "url": "https://github.com/dongdongbh/Mindwtr", "source": "github", "stars": 2147, "license": "AGPL-3.0", "category": "效率", "activity": 30, "popularity": 7, "usability": 18, "compliance": 8, "score_total": 63, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Get tasks 和 ideas out of 你的 head. A 免费 GTD to-do app 面向 desktop 和 mobile. Works offline, no account needed"}, {"name": "khoj-ai/khoj", "url": "https://github.com/khoj-ai/khoj", "source": "github", "stars": 37532, "license": "AGPL-3.0", "category": "模型", "activity": 21, "popularity": 20, "usability": 13, "compliance": 8, "score_total": 62, "verdict": "观察", "last_commit_or_update": "2026-08-02", "one_line": "你的 AI second brain. Self-hostable. Get answers from the web or 你的 docs. 构建 custom 智能体, schedule automations, do deep research. Turn 任意 online or local LLM into 你的 personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - 免费"}, {"name": "mozilla/pontoon", "url": "https://github.com/mozilla/pontoon", "source": "github", "stars": 1669, "license": "BSD-3-Clause", "category": "写作", "activity": 30, "popularity": 7, "usability": 10, "compliance": 15, "score_total": 62, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Mozilla's Localization 平台"}, {"name": "mpv-android/mpv-android", "url": "https://github.com/mpv-android/mpv-android", "source": "github", "stars": 3595, "license": "MIT", "category": "视频", "activity": 30, "popularity": 7, "usability": 10, "compliance": 15, "score_total": 62, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "视频 player 面向 Android 基于 on libmpv ↦ #mpv-android @ irc.libera.对话"}, {"name": "astrofox-io/astrofox", "url": "https://github.com/astrofox-io/astrofox", "source": "github", "stars": 1981, "license": "MIT", "category": "视频", "activity": 30, "popularity": 7, "usability": 10, "compliance": 15, "score_total": 62, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Astrofox is a motion graphics program 可 lets you turn 音频 into stunning visuals"}, {"name": "NateScarlet/holiday-cn", "url": "https://github.com/NateScarlet/holiday-cn", "source": "github", "stars": 2180, "license": "MIT", "category": "数据", "activity": 30, "popularity": 7, "usability": 10, "compliance": 15, "score_total": 62, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "📅🇨🇳中国法定节假日数据 自动每日抓取国务院公告"}, {"name": "skrub-data/skrub", "url": "https://github.com/skrub-data/skrub", "source": "github", "stars": 1653, "license": "BSD-3-Clause", "category": "数据", "activity": 30, "popularity": 7, "usability": 10, "compliance": 15, "score_total": 62, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Machine learning 支持 dataframes"}, {"name": "pyjanitor-devs/pyjanitor", "url": "https://github.com/pyjanitor-devs/pyjanitor", "source": "github", "stars": 1500, "license": "MIT", "category": "数据", "activity": 30, "popularity": 7, "usability": 10, "compliance": 15, "score_total": 62, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Clean APIs 面向 数据 cleaning. Python implementation of R package Janitor"}, {"name": "odota/web", "url": "https://github.com/odota/web", "source": "github", "stars": 1186, "license": "MIT", "category": "设计", "activity": 30, "popularity": 7, "usability": 10, "compliance": 15, "score_total": 62, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "OpenDota: React web UI 面向 Dota 2 statistics 基于 the OpenDota 平台"}, {"name": "CollaboraOnline/online", "url": "https://github.com/CollaboraOnline/online", "source": "github", "stars": 3362, "license": "NOASSERTION", "category": "效率", "activity": 30, "popularity": 7, "usability": 25, "compliance": 0, "score_total": 62, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "效率类开源项目：Issue tracker only. Active development is on Gerrit at https://gerrit.collaboraoffice.com/"}, {"name": "insin/control-panel-for-twitter", "url": "https://github.com/insin/control-panel-for-twitter", "source": "github", "stars": 2632, "license": "MIT", "category": "设计", "activity": 30, "popularity": 7, "usability": 10, "compliance": 15, "score_total": 62, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Browser extension which gives you more control over 你的 Twitter timeline 和 adds missing features 和 UI improvements - 面向 desktop 和 mobile"}, {"name": "paperless-ngx/paperless-ngx", "url": "https://github.com/paperless-ngx/paperless-ngx", "source": "github", "stars": 46129, "license": "GPL-3.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 3, "compliance": 8, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A community-supported supercharged document management system: scan, index 和 archive 全部 你的 documents"}, {"name": "tinyhumansai/openhuman", "url": "https://github.com/tinyhumansai/openhuman", "source": "github", "stars": 40158, "license": "GPL-3.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 3, "compliance": 8, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "OpenHuman is the fastest, cheapest, most efficient 开源 智能体 harness. Written in Rust"}, {"name": "p-e-w/heretic", "url": "https://github.com/p-e-w/heretic", "source": "github", "stars": 32483, "license": "AGPL-3.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 3, "compliance": 8, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Fully automatic censorship removal 面向 language 模型"}, {"name": "Fosowl/agenticSeek", "url": "https://github.com/Fosowl/agenticSeek", "source": "github", "stars": 27363, "license": "GPL-3.0", "category": "模型", "activity": 30, "popularity": 20, "usability": 3, "compliance": 8, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous 智能体 可 thinks, browses the web, 和 代码 面向 the sole cost of electricity"}, {"name": "tradecatlabs/vibe-coding-cn", "url": "https://github.com/tradecatlabs/vibe-coding-cn", "source": "github", "stars": 16790, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Vibe 编程 从入门到精通教程｜AI 结对编程工作流｜Prompt、Skill、工作流、上下文管理、codex实战指南"}, {"name": "xbtlin/ai-berkshire", "url": "https://github.com/xbtlin/ai-berkshire", "source": "github", "stars": 16565, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "AI 时代的伯克希尔：基于 Claude 代码 / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research 框架 built 面向 Claude 代码 / Codex. 4 masters' methodologies + multi-智能体 adversarial 分析"}, {"name": "fathah/hermes-desktop", "url": "https://github.com/fathah/hermes-desktop", "source": "github", "stars": 14323, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "Desktop Companion 面向 Hermes 智能体"}, {"name": "simonlin1212/a-stock-data", "url": "https://github.com/simonlin1212/a-stock-data", "source": "github", "stars": 10416, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "A股全栈数据工具包：行情K线·当日逐笔·研报·信号·资金面·新闻·财务·公告·打板·ETF期权·舆情·宏观利率·期货大宗(含大商所日K)·事件驱动·可转债 | 15层·87端点·34数据源·除iwencai外免Key | A-share 数据 面向 AI 智能体: K-lines, ticks, reports, fund flow, news, financials, filings, options, macro, futures, events, convertibles | 15 layers·87 endpoints·34 sources"}, {"name": "frankbria/ralph-claude-code", "url": "https://github.com/frankbria/ralph-claude-code", "source": "github", "stars": 9640, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-19", "one_line": "Autonomous AI development loop 面向 Claude 代码 支持 intelligent exit detection"}, {"name": "genspark-ai/genoffice", "url": "https://github.com/genspark-ai/genoffice", "source": "github", "stars": 8071, "license": "Apache-2.0", "category": "写作", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "免费, 开源 AI Office suite: Docs, Sheets, Slides, PDF, Markdown 和 HTML editors 支持 a built-in AI 智能体, plus a `genoffice` CLI 和 智能体 skill so Claude 代码, Codex 和 Cursor can create 和 edit real .docx/.xlsx/.pptx files locally. Bring 你的 own key. macOS, Windows & Linux"}, {"name": "zenstory-ai/oh-story-claudecode", "url": "https://github.com/zenstory-ai/oh-story-claudecode", "source": "github", "stars": 7157, "license": "MIT", "category": "写作", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Claude 代码 / Codex / OpenCode 智能体 skills 面向 写作 Chinese web novels (网文): 扫榜、拆文、写作、去AI味、封面全流程，长篇短篇都支持 | 13 skills 面向 novel 写作 和 long-form fiction 支持 file-基于 continuity tracking. MIT"}, {"name": "anus-dev/ANUS", "url": "https://github.com/anus-dev/ANUS", "source": "github", "stars": 6544, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "模型类开源项目「anus-dev/ANUS」"}, {"name": "shengjidaguai-china/goutoujunshi", "url": "https://github.com/shengjidaguai-china/goutoujunshi", "source": "github", "stars": 5880, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-20", "one_line": "一个先接住情绪、再分析关系并给出可执行策略的 Codex 恋爱军师，内置心理、法律、社会、人文、哲学、婚姻家庭与性学知识库，支持多元关系。"}, {"name": "shy3130/tick-stock-panel", "url": "https://github.com/shy3130/tick-stock-panel", "source": "github", "stars": 5303, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "TSP自托管、零运维的 A 股「选股 + 监控 + 回测」量化工作台 | LLM能力驱使策略定制+个股分析+复盘 | 自由接入第三方数据源与个性化扩展数据 | 个人开源"}, {"name": "jbranchaud/til", "url": "https://github.com/jbranchaud/til", "source": "github", "stars": 14152, "license": "MIT", "category": "写作", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "写作类开源项目：:memo: Today I Learned"}, {"name": "epoko77-ai/im-not-ai", "url": "https://github.com/epoko77-ai/im-not-ai", "source": "github", "stars": 5773, "license": "MIT", "category": "写作", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "AI가 쓴 한글을 사람 글처럼 윤문하는 Claude 스킬 — Korean AI-text humanizer: detects 和 rewrites translationese, mechanical parallelism, 和 71 other AI tells"}, {"name": "Darkrock-Studios/hammer-editor", "url": "https://github.com/Darkrock-Studios/hammer-editor", "source": "github", "stars": 762, "license": "MIT", "category": "写作", "activity": 30, "popularity": 3, "usability": 13, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A 简单 工具 面向 building stories"}, {"name": "LifelongLazyLearner/qu-ai-wei", "url": "https://github.com/LifelongLazyLearner/qu-ai-wei", "source": "github", "stars": 617, "license": "MIT", "category": "写作", "activity": 30, "popularity": 3, "usability": 13, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-10", "one_line": "去 AI 味：去除简体中文 AI 写作痕迹 / Chinese humanizer skill"}, {"name": "ellisonleao/magictools", "url": "https://github.com/ellisonleao/magictools", "source": "github", "stars": 17376, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "编程类开源项目：:video_game: :pencil: A list of Game Development resources to make magic happen"}, {"name": "microsoft/fluentui-system-icons", "url": "https://github.com/microsoft/fluentui-system-icons", "source": "github", "stars": 10870, "license": "MIT", "category": "设计", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "Fluent System Icons are a collection of familiar, friendly 和 现代 icons from Microsoft"}, {"name": "ParthJadhav/app-store-screenshots", "url": "https://github.com/ParthJadhav/app-store-screenshots", "source": "github", "stars": 7094, "license": "MIT", "category": "设计", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "end to end app store screenshot creation 基于 AI"}, {"name": "any-tdf/any-tdf", "url": "https://github.com/any-tdf/any-tdf", "source": "github", "stars": 780, "license": "MIT", "category": "设计", "activity": 30, "popularity": 3, "usability": 13, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Mobile web component 库 基于 on Svelte/React/Vue 和 Tailwind"}, {"name": "mifi/lossless-cut", "url": "https://github.com/mifi/lossless-cut", "source": "github", "stars": 44135, "license": "GPL-2.0", "category": "视频", "activity": 30, "popularity": 20, "usability": 3, "compliance": 8, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The swiss army knife of lossless 视频/音频 editing"}, {"name": "iv-org/invidious", "url": "https://github.com/iv-org/invidious", "source": "github", "stars": 24814, "license": "AGPL-3.0", "category": "视频", "activity": 30, "popularity": 20, "usability": 3, "compliance": 8, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "视频类开源项目：Invidious is an alternative front-end to YouTube"}, {"name": "open-ani/animeko", "url": "https://github.com/open-ani/animeko", "source": "github", "stars": 20335, "license": "AGPL-3.0", "category": "视频", "activity": 30, "popularity": 20, "usability": 3, "compliance": 8, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "集找番、追番、看番的一站式弹幕追番平台，云收藏同步 (Bangumi)，离线缓存，BitTorrent，弹幕云过滤。100% Kotlin/Compose Multiplatform"}, {"name": "leandromoreira/digital_video_introduction", "url": "https://github.com/leandromoreira/digital_video_introduction", "source": "github", "stars": 16342, "license": "BSD-3-Clause", "category": "视频", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-02", "one_line": "A hands-on introduction to 视频 technology: 图像, 视频, codec (av1, vp9, h265) 和 more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸"}, {"name": "livekit/agents", "url": "https://github.com/livekit/agents", "source": "github", "stars": 14399, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A 框架 面向 building realtime voice AI 智能体 🤖🎙️📹"}, {"name": "zhouxiaoka/autoclip", "url": "https://github.com/zhouxiaoka/autoclip", "source": "github", "stars": 9020, "license": "MIT", "category": "模型", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "AutoClip : AI-powered 视频 clipping 和 highlight 生成 · 一款智能高光提取与剪辑的二创工具"}, {"name": "prestodb/presto", "url": "https://github.com/prestodb/presto", "source": "github", "stars": 16747, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The official home of the Presto distributed SQL query engine 面向 big 数据"}, {"name": "electric-sql/electric", "url": "https://github.com/electric-sql/electric", "source": "github", "stars": 10375, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The 智能体 平台 built on sync"}, {"name": "datajuicer/data-juicer", "url": "https://github.com/datajuicer/data-juicer", "source": "github", "stars": 7100, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "数据 processing 面向 和 支持 foundation 模型! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷"}, {"name": "cue-lang/cue", "url": "https://github.com/cue-lang/cue", "source": "github", "stars": 6259, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The home of the CUE language! Validate 和 define text-基于 和 dynamic configuration"}, {"name": "mdn/browser-compat-data", "url": "https://github.com/mdn/browser-compat-data", "source": "github", "stars": 5757, "license": "CC0-1.0", "category": "数据", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "Browser compatibility 数据 面向 Web technologies as displayed on MDN"}, {"name": "plausible/analytics", "url": "https://github.com/plausible/analytics", "source": "github", "stars": 29244, "license": "AGPL-3.0", "category": "数据", "activity": 30, "popularity": 20, "usability": 3, "compliance": 8, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "开源, privacy-first web 分析. 轻量, cookie-免费 Google 分析 alternative. 可自部署 or cloud"}, {"name": "mmccaff/PlacesToPostYourStartup", "url": "https://github.com/mmccaff/PlacesToPostYourStartup", "source": "github", "stars": 7690, "license": "CC0-1.0", "category": "营销", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-08-29", "one_line": "营销类开源项目：Compiled list of links from \"Ask HN: Where can I post my startup to get beta users?\""}, {"name": "kostja94/marketing-skills", "url": "https://github.com/kostja94/marketing-skills", "source": "github", "stars": 999, "license": "MIT", "category": "营销", "activity": 30, "popularity": 3, "usability": 13, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "智能体 Skills 面向 营销 — SEO, Social, Influencer & More. 160+ 开源 skills 面向 SEO, content, 40+ page types, paid ads, channels, 和 strategies. Add project context; get tailored, production-ready output. Cursor, Claude 代码, OpenClaw — no lock-in"}, {"name": "Lifecycle-Innovations-Limited/claude-ops", "url": "https://github.com/Lifecycle-Innovations-Limited/claude-ops", "source": "github", "stars": 529, "license": "MIT", "category": "编程", "activity": 30, "popularity": 3, "usability": 13, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Business operating system 面向 Claude 代码 — 57 skills, 21 智能体, smart daemon. Unified inbox (WhatsApp/Email/Slack/Telegram), autonomous PR merge, full-AWS monitoring, revenue (Stripe+RevenueCat), e-commerce (Shopify), 营销 (Klaviyo/Meta/GA4), voice (Bland/ElevenLabs), APM (Datadog/NewRelic/OTEL), YOLO mode"}, {"name": "danielmiessler/LifeOS", "url": "https://github.com/danielmiessler/LifeOS", "source": "github", "stars": 19226, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-04", "one_line": "⛰️ LifeOS — The universal AI Harness designed to move you from Current to Ideal state in both life 和 work"}, {"name": "plait-board/drawnix", "url": "https://github.com/plait-board/drawnix", "source": "github", "stars": 14856, "license": "MIT", "category": "效率", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-08", "one_line": "开源白板工具（SaaS），一体化白板，包含思维导图、流程图、自由画等。全部 in one 开源 whiteboard 工具 支持 mind, flowchart, freehand 和 etc"}, {"name": "ohmybash/oh-my-bash", "url": "https://github.com/ohmybash/oh-my-bash", "source": "github", "stars": 7721, "license": "MIT", "category": "编程", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-02", "one_line": "A delightful community-driven 框架 面向 managing 你的 bash configuration, 和 an auto-update 工具 so 可 makes it easy to keep up 支持 the latest updates from the community"}, {"name": "johnste/finicky", "url": "https://github.com/johnste/finicky", "source": "github", "stars": 5128, "license": "MIT", "category": "效率", "activity": 30, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-16", "one_line": "A macOS app 面向 customizing which browser to start"}, {"name": "deepfates/imp", "url": "https://github.com/deepfates/imp", "source": "hn", "stars": 100, "license": "MIT", "category": "模型", "activity": 30, "popularity": 3, "usability": 13, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "declarative self-improving language-模型 programs 面向 Elixir 😇"}, {"name": "ahmd-sh/hntui", "url": "https://github.com/ahmd-sh/hntui", "source": "hn", "stars": 112, "license": "MIT", "category": "设计", "activity": 30, "popularity": 3, "usability": 13, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-23", "one_line": "设计类开源项目：browse hackernews like a hacker"}, {"name": "reladraw/reladraw", "url": "https://github.com/reladraw/reladraw", "source": "hn", "stars": 258, "license": "Apache-2.0", "category": "其它", "activity": 30, "popularity": 3, "usability": 13, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "其它类开源项目「reladraw/reladraw」"}, {"name": "devdotfast/whiteboard", "url": "https://github.com/devdotfast/whiteboard", "source": "hn", "stars": 469, "license": "MIT", "category": "设计", "activity": 30, "popularity": 3, "usability": 13, "compliance": 15, "score_total": 61, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "开源 canvas 面向 thoughtful software 设计"}, {"name": "vercel/ai", "url": "https://github.com/vercel/ai", "source": "github", "stars": 27019, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 20, "usability": 10, "compliance": 0, "score_total": 60, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The AI 工具箱 面向 TypeScript. From the creators of Next.js, the AI SDK is a 免费 开源 库 面向 building AI-powered applications 和 智能体"}, {"name": "walkinglabs/learn-harness-engineering", "url": "https://github.com/walkinglabs/learn-harness-engineering", "source": "github", "stars": 16664, "license": "MIT", "category": "模型", "activity": 29, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 60, "verdict": "观察", "last_commit_or_update": "2026-08-26", "one_line": "模型类开源项目：Harness engineering beginner tutorial, from 0 to 1"}, {"name": "OpenLiveWriter/OpenLiveWriter", "url": "https://github.com/OpenLiveWriter/OpenLiveWriter", "source": "github", "stars": 2539, "license": "NOASSERTION", "category": "写作", "activity": 25, "popularity": 7, "usability": 28, "compliance": 0, "score_total": 60, "verdict": "观察", "last_commit_or_update": "2026-08-15", "one_line": "An 开源 fork of Windows Live 写作"}, {"name": "javierbyte/visual-center", "url": "https://github.com/javierbyte/visual-center", "source": "github", "stars": 1449, "license": "BSD-3-Clause", "category": "设计", "activity": 28, "popularity": 7, "usability": 10, "compliance": 15, "score_total": 60, "verdict": "观察", "last_commit_or_update": "2026-08-23", "one_line": "工具 to better align logos in the center of a container"}, {"name": "bitbrain/pandora", "url": "https://github.com/bitbrain/pandora", "source": "github", "stars": 1122, "license": "MIT", "category": "写作", "activity": 27, "popularity": 7, "usability": 10, "compliance": 15, "score_total": 59, "verdict": "观察", "last_commit_or_update": "2026-08-20", "one_line": "Godot 4 addon 面向 RPG 数据 management such items, inventories, spells, mobs, quests 和 NPCs"}, {"name": "donnemartin/system-design-primer", "url": "https://github.com/donnemartin/system-design-primer", "source": "github", "stars": 372377, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-15", "one_line": "Learn how to 设计 large-scale systems. Prep 面向 the system 设计 interview. Includes Anki flashcards"}, {"name": "nilbuild/developer-roadmap", "url": "https://github.com/nilbuild/developer-roadmap", "source": "github", "stars": 368440, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Interactive roadmaps, guides 和 other educational content to help developers grow in their careers"}, {"name": "vinta/awesome-python", "url": "https://github.com/vinta/awesome-python", "source": "github", "stars": 323845, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The definitive list 可 answers \"I want to do X in Python, which 工具 should I use?\""}, {"name": "torvalds/linux", "url": "https://github.com/torvalds/linux", "source": "github", "stars": 250484, "license": "NOASSERTION", "category": "设计", "activity": 30, "popularity": 25, "usability": 3, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "设计类开源项目：Linux kernel source tree"}, {"name": "anthropics/skills", "url": "https://github.com/anthropics/skills", "source": "github", "stars": 178814, "license": "无", "category": "模型", "activity": 30, "popularity": 25, "usability": 3, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Public repository 面向 智能体 Skills"}, {"name": "ripienaar/free-for-dev", "url": "https://github.com/ripienaar/free-for-dev", "source": "github", "stars": 138799, "license": "无", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A list of SaaS, PaaS 和 IaaS offerings 可 have 免费 tiers of interest to devops 和 infradev"}, {"name": "nodejs/node", "url": "https://github.com/nodejs/node", "source": "github", "stars": 122159, "license": "NOASSERTION", "category": "设计", "activity": 30, "popularity": 25, "usability": 3, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "设计类开源项目：Node.js JavaScript runtime ✨🐢🚀✨"}, {"name": "papers-we-love/papers-we-love", "url": "https://github.com/papers-we-love/papers-we-love", "source": "github", "stars": 110063, "license": "无", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-17", "one_line": "Papers from the computer science community to read 和 discuss"}, {"name": "ruanyf/weekly", "url": "https://github.com/ruanyf/weekly", "source": "github", "stars": 104892, "license": "无", "category": "其它", "activity": 30, "popularity": 25, "usability": 3, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-19", "one_line": "科技爱好者周刊，每周五发布"}, {"name": "pytorch/pytorch", "url": "https://github.com/pytorch/pytorch", "source": "github", "stars": 103466, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 25, "usability": 3, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Tensors 和 Dynamic neural networks in Python 支持 strong GPU acceleration"}, {"name": "hesreallyhim/awesome-claude-code", "url": "https://github.com/hesreallyhim/awesome-claude-code", "source": "github", "stars": 54770, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A hand-picked collection of the finest of resources 面向 the most awesome of 智能体, Claude 代码, the undisputed champion of 编程 companions, from the unstoppable team at Anthropic PBC. A delectable showcase of top tier skills, ambidextrous 智能体, scintillating status lines, top notch 开发者 tooling, 和 also we have plugins"}, {"name": "chaitin/MonkeyCode", "url": "https://github.com/chaitin/MonkeyCode", "source": "github", "stars": 4768, "license": "AGPL-3.0", "category": "编程", "activity": 30, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "AI 编程 平台 面向 teams"}, {"name": "groupultra/telegram-search", "url": "https://github.com/groupultra/telegram-search", "source": "github", "stars": 4108, "license": "AGPL-3.0", "category": "模型", "activity": 30, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "🔍 导出并模糊搜索 Telegram 聊天记录 | Export 和 fuzzy 搜索 你的 Telegram 对话 history"}, {"name": "LinwoodDev/Butterfly", "url": "https://github.com/LinwoodDev/Butterfly", "source": "github", "stars": 2039, "license": "AGPL-3.0", "category": "写作", "activity": 30, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "🎨 强大, minimalistic, cross-平台, opensource 笔记-taking app"}, {"name": "berelevant-ai/slopless", "url": "https://github.com/berelevant-ai/slopless", "source": "github", "stars": 328, "license": "MIT", "category": "编程", "activity": 30, "popularity": 3, "usability": 10, "compliance": 15, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Deterministic textlint rules 和 CLI 面向 catching prose slop in English Markdown"}, {"name": "czy0729/Bangumi", "url": "https://github.com/czy0729/Bangumi", "source": "github", "stars": 5991, "license": "MIT", "category": "设计", "activity": 30, "popularity": 13, "usability": 0, "compliance": 15, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": ":electron: An unofficial https://bgm.tv ui first app client 面向 Android 和 iOS, built 支持 React Native. 一个无广告、以爱好为驱动、不以盈利为目的、专门做 ACG 的类似豆瓣的追番记录，bgm.tv 第三方客户端。为移动端重新设计，内置大量加强的网页端难以实现的功能，且提供了相当的自定义选项。 目前已适配 iOS / Android。"}, {"name": "silexlabs/Silex", "url": "https://github.com/silexlabs/Silex", "source": "github", "stars": 2989, "license": "AGPL-3.0", "category": "编程", "activity": 30, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Silex is an online 工具 面向 visually creating static sites 支持 dynamic 数据. 支持 the 免费/libre spirit of internet, together"}, {"name": "terrazzoapp/terrazzo", "url": "https://github.com/terrazzoapp/terrazzo", "source": "github", "stars": 464, "license": "MIT", "category": "设计", "activity": 30, "popularity": 3, "usability": 10, "compliance": 15, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-22", "one_line": "Use DTCG tokens JSON to 生成 代码 面向 web, mobile, native apps, 和 more"}, {"name": "javierbyte/brutalita", "url": "https://github.com/javierbyte/brutalita", "source": "github", "stars": 304, "license": "BSD-3-Clause", "category": "设计", "activity": 30, "popularity": 3, "usability": 10, "compliance": 15, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-12", "one_line": "Experimental font 和 font 编辑器, exports OTF"}, {"name": "DistroAV/DistroAV", "url": "https://github.com/DistroAV/DistroAV", "source": "github", "stars": 4544, "license": "GPL-2.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "DistroAV (formerly OBS-NDI): NDI integration 面向 OBS Studio"}, {"name": "snapotter-hq/SnapOtter", "url": "https://github.com/snapotter-hq/SnapOtter", "source": "github", "stars": 2758, "license": "AGPL-3.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "开源, 可自部署 file-processing 工具. 转换, compress, OCR, transcribe & run local AI across 图像, 视频, 音频, PDF & documents, via UI, REST API & pipelines. 你的 files never leave 你的 network"}, {"name": "UniversalMediaServer/UniversalMediaServer", "url": "https://github.com/UniversalMediaServer/UniversalMediaServer", "source": "github", "stars": 2653, "license": "GPL-2.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A DLNA, UPnP 和 HTTP(S) Media Server"}, {"name": "AAndyProgram/SCrawler", "url": "https://github.com/AAndyProgram/SCrawler", "source": "github", "stars": 2185, "license": "GPL-3.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-21", "one_line": "🏳️‍🌈 Media downloader from 任意 sites, including Twitter, Reddit, Instagram, BlueSky, TikTok, Threads, Facebook, OnlyFans, YouTube, Pinterest, PornHub, XHamster, XVIDEOS, ThisVid etc"}, {"name": "vzhd1701/gridplayer", "url": "https://github.com/vzhd1701/gridplayer", "source": "github", "stars": 2116, "license": "GPL-3.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "视频类开源项目：Play videos side-by-side"}, {"name": "yutto-dev/yutto", "url": "https://github.com/yutto-dev/yutto", "source": "github", "stars": 2046, "license": "GPL-3.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": ":ice_cube: 一个可爱且任性的 B 站视频下载器"}, {"name": "Asabeneh/30-Days-Of-Python", "url": "https://github.com/Asabeneh/30-Days-Of-Python", "source": "github", "stars": 74809, "license": "无", "category": "编程", "activity": 30, "popularity": 25, "usability": 3, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-10", "one_line": "The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow 你的 own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw"}, {"name": "eracle/OpenOutreach", "url": "https://github.com/eracle/OpenOutreach", "source": "github", "stars": 3106, "license": "GPL-3.0", "category": "营销", "activity": 30, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "开源 AI 智能体 面向 B2B lead 生成 — describe 你的 product, it finds the people who fit, explains why each one does, 和 emails them from 你的 mailbox. 可自部署 CLI, one install"}, {"name": "warmbly/warmbly", "url": "https://github.com/warmbly/warmbly", "source": "github", "stars": 333, "license": "Apache-2.0", "category": "营销", "activity": 30, "popularity": 3, "usability": 10, "compliance": 15, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The largest 开源 B2B cold outreach 和 email warmup service"}, {"name": "Tiledesk/tiledesk", "url": "https://github.com/Tiledesk/tiledesk", "source": "github", "stars": 322, "license": "MIT", "category": "编程", "activity": 30, "popularity": 3, "usability": 10, "compliance": 15, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-14", "one_line": "Install Tiledesk on 你的 server 基于 Helm 面向 Kubernetes orchestration 和 Docker Compose 面向 running multi-container Docker applications. Tiledesk provides an 开源 solution comparable to Voiceflow, empowering you to create sophisticated LLM-enabled chatbots 可 seamlessly transition interactions to human 智能体 when needed"}, {"name": "kLOsk/adloop", "url": "https://github.com/kLOsk/adloop", "source": "github", "stars": 270, "license": "MIT", "category": "营销", "activity": 30, "popularity": 3, "usability": 10, "compliance": 15, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-16", "one_line": "The AI command center 面向 Google Ads, 分析 和 搜索 Console"}, {"name": "babyvibe/deplao-builder", "url": "https://github.com/babyvibe/deplao-builder", "source": "github", "stars": 240, "license": "MIT", "category": "营销", "activity": 30, "popularity": 3, "usability": 10, "compliance": 15, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-20", "one_line": "App Desktop integration Zalo, Facebook & Telegram personal 面向 Multi-Account management, CRM, 营销, POS, ERP, 工作流 和 AI Assistant integration. Built on top of zca-js, fbchat-v2"}, {"name": "linearmouse/linearmouse", "url": "https://github.com/linearmouse/linearmouse", "source": "github", "stars": 6912, "license": "MIT", "category": "效率", "activity": 30, "popularity": 13, "usability": 0, "compliance": 15, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "The mouse 和 trackpad utility 面向 Mac"}, {"name": "OmniNull/OmniWM", "url": "https://github.com/OmniNull/OmniWM", "source": "github", "stars": 3119, "license": "GPL-2.0", "category": "设计", "activity": 30, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "免费, 开源 tiling window manager 面向 Apple Silicon Macs, 支持 Niri-style scrolling containers 和 Hyprland-style Dwindle BSP"}, {"name": "ViscousPot/GitSync", "url": "https://github.com/ViscousPot/GitSync", "source": "github", "stars": 2375, "license": "GPL-3.0", "category": "编程", "activity": 30, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-17", "one_line": "Mobile Git client 面向 syncing a repository between remote 和 a local directory"}, {"name": "Pirating the Pirates", "url": "https://mubi.com/en/notebook/posts/pirating-the-pirates", "source": "hn", "stars": 384, "license": "无", "category": "写作", "activity": 30, "popularity": 13, "usability": 15, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "写作类开源项目：Pirating the Pirates"}, {"name": "Kids turned low-traffic NPR Spotify comments into a secret group chat", "url": "https://www.thisamericanlife.org/897/transcript", "source": "hn", "stars": 261, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 15, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Kids turned low-traffic NPR Spotify comments into a secret group 对话"}, {"name": "Windows 11½", "url": "https://definitelynotwindows.com/", "source": "hn", "stars": 417, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 15, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "其它类开源项目：Windows 11½"}, {"name": "Show HN: Lofi Cities – Pixel-art city nights with browser-generated lofi", "url": "https://loficities.com/", "source": "hn", "stars": 305, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 15, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Show HN: Lofi Cities – Pixel-art city nights 支持 browser-generated lofi"}, {"name": "The Normalization of Inexplicable Failures", "url": "https://www.ihatethefuture.com/2026/09/the-normalization-of-inexplicable.html", "source": "hn", "stars": 275, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 15, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "其它类开源项目：The Normalization of Inexplicable Failures"}, {"name": "ASML says it sold 'absolutely nothing' in Europe in 2026", "url": "https://www.tomshardware.com/tech-industry/semiconductors/asml-says-its-sells-absolutely-nothing-in-europe-calls-on-eu-to-help-create-demand", "source": "hn", "stars": 398, "license": "无", "category": "设计", "activity": 30, "popularity": 13, "usability": 15, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "设计类开源项目：ASML says it sold 'absolutely nothing' in Europe in 2026"}, {"name": "DeepSeek Elastic Compute (DSec)", "url": "https://arxiv.org/abs/2609.22978", "source": "hn", "stars": 322, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 15, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "其它类开源项目：DeepSeek Elastic Compute (DSec)"}, {"name": "We're gonna need a lot more mathematicians", "url": "https://terrytao.wordpress.com/2026/09/24/were-gonna-need-a-lot-more-mathematicians/", "source": "hn", "stars": 401, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 15, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "其它类开源项目：We're gonna need a lot more mathematicians"}, {"name": "Jury finds Facebook liable for deceiving users in Cambridge Analytica case", "url": "https://www.cbsnews.com/news/facebook-liable-deceiving-users-cambridge-analytica/", "source": "hn", "stars": 423, "license": "无", "category": "写作", "activity": 30, "popularity": 13, "usability": 15, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "Jury finds Facebook liable 面向 deceiving users in Cambridge Analytica case"}, {"name": "Gravity seems holographic. What does that mean for reality?", "url": "https://www.quantamagazine.org/gravity-seems-holographic-what-does-that-mean-for-reality-20260925/", "source": "hn", "stars": 298, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 15, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "Gravity seems holographic. What does 可 mean 面向 reality?"}, {"name": "AI companies in race to demonstrate their model most threatening to humanity", "url": "https://thecivilian.co.nz/2026/09/27/ai-companies-in-fierce-arms-race-to-demonstrate-their-model-is-the-most-existentially-threatening-to-humanity/", "source": "hn", "stars": 426, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 15, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "AI companies in race to demonstrate their 模型 most threatening to humanity"}, {"name": "Toyota is taking the Corolla electric", "url": "https://electrek.co/2026/09/23/toyota-best-selling-corolla-electric/", "source": "hn", "stars": 444, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 15, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-23", "one_line": "其它类开源项目：Toyota is taking the Corolla electric"}, {"name": "SpaceX's Starship launching to orbit for first time ever today", "url": "https://www.space.com/space-exploration/launches-spacecraft/spacexs-starship-megarocket-launching-to-orbit-for-1st-time-ever-on-sept-28-watch-it-live", "source": "hn", "stars": 292, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 15, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "SpaceX's Starship launching to orbit 面向 first time ever today"}, {"name": "One Piece of Flock Camera Data Put This Innocent Woman in Jail for 13 Days", "url": "https://www.jezebel.com/flock-cameras-data-innocent-woman-arrested-lindsey-isaacs-palm-beach-florida-lawsuit-vehicular-homicide", "source": "hn", "stars": 256, "license": "无", "category": "视频", "activity": 30, "popularity": 13, "usability": 15, "compliance": 0, "score_total": 58, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "One Piece of Flock Camera 数据 Put This Innocent Woman in Jail 面向 13 Days"}, {"name": "KKKKhazix/sun-style-writing", "url": "https://github.com/KKKKhazix/sun-style-writing", "source": "github", "stars": 389, "license": "MIT", "category": "模型", "activity": 29, "popularity": 3, "usability": 10, "compliance": 15, "score_total": 57, "verdict": "观察", "last_commit_or_update": "2026-08-27", "one_line": "从孙割19年白月光的痛彻心扉中蒸馏出来的无上心法"}, {"name": "budtmo/docker-android", "url": "https://github.com/budtmo/docker-android", "source": "github", "stars": 15897, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 0, "score_total": 56, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Android in docker solution 支持 noVNC supported, 视频 recording, mcp server 和 AI-智能体"}, {"name": "EKKOLearnAI/ekko-studio", "url": "https://github.com/EKKOLearnAI/ekko-studio", "source": "github", "stars": 11228, "license": "NOASSERTION", "category": "效率", "activity": 30, "popularity": 13, "usability": 13, "compliance": 0, "score_total": 56, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "Ekko Studio is a local-first AI workspace 面向 multi-智能体 对话, 编程, 和 visual workflows, available on desktop 和 the web"}, {"name": "GetBindu/Bindu", "url": "https://github.com/GetBindu/Bindu", "source": "github", "stars": 9827, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 0, "score_total": 56, "verdict": "观察", "last_commit_or_update": "2026-09-06", "one_line": "Bindu: The identity, communication, 和 payments layer 面向 AI 智能体"}, {"name": "KunAgent/Kun", "url": "https://github.com/KunAgent/Kun", "source": "github", "stars": 6322, "license": "NOASSERTION", "category": "效率", "activity": 30, "popularity": 13, "usability": 13, "compliance": 0, "score_total": 56, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Local-first AI 智能体 workspace 面向 编程, 写作, 设计, research, 和 自动化 — one runtime 面向 desktop GUI 和 TUI"}, {"name": "KnockOutEZ/wigolo", "url": "https://github.com/KnockOutEZ/wigolo", "source": "github", "stars": 5421, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 0, "score_total": 56, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The go-to web 面向 你的 AI 编程 智能体 — local-first 搜索, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta"}, {"name": "FailproofAI/failproofai", "url": "https://github.com/FailproofAI/failproofai", "source": "github", "stars": 5218, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 13, "usability": 13, "compliance": 0, "score_total": 56, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Observability 和 enforcement 面向 AI 智能体 harnesses. Capture every run 和 runtime reliability 支持 policy enforcement"}, {"name": "hypit-ai/hypit", "url": "https://github.com/hypit-ai/hypit", "source": "github", "stars": 17225, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 0, "score_total": 56, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Clone 任意 viral 视频 支持 AI 智能体. Not just a script, the whole 工作流: swap the face, the words, the B-roll, ship 100 variants in one command, 和 get 你的 100M views"}, {"name": "AaronFeng753/Waifu2x-Extension-GUI", "url": "https://github.com/AaronFeng753/Waifu2x-Extension-GUI", "source": "github", "stars": 17057, "license": "NOASSERTION", "category": "设计", "activity": 30, "popularity": 13, "usability": 13, "compliance": 0, "score_total": 56, "verdict": "观察", "last_commit_or_update": "2026-09-19", "one_line": "视频, 图像 和 GIF upscale/enlarge(Super-Resolution) 和 视频 frame interpolation. Achieved 支持 Waifu2x, Real-ESRGAN, Real-CUGAN, RTX 视频 Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, 和 ACNet"}, {"name": "TEN-framework/ten-framework", "url": "https://github.com/TEN-framework/ten-framework", "source": "github", "stars": 11145, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 0, "score_total": 56, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "开源 框架 面向 conversational voice AI 智能体"}, {"name": "openframeworks/openFrameworks", "url": "https://github.com/openframeworks/openFrameworks", "source": "github", "stars": 10432, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 0, "score_total": 56, "verdict": "观察", "last_commit_or_update": "2026-09-22", "one_line": "openFrameworks is a community-developed cross 平台 工具箱 面向 creative 编程 in C++"}, {"name": "sachinchoolur/lightGallery", "url": "https://github.com/sachinchoolur/lightGallery", "source": "github", "stars": 7054, "license": "NOASSERTION", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 0, "score_total": 56, "verdict": "观察", "last_commit_or_update": "2026-09-23", "one_line": "视频类开源项目：A customizable, modular, responsive, lightbox gallery plugin"}, {"name": "OpenShot/openshot-qt", "url": "https://github.com/OpenShot/openshot-qt", "source": "github", "stars": 6565, "license": "NOASSERTION", "category": "视频", "activity": 30, "popularity": 13, "usability": 13, "compliance": 0, "score_total": 56, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "OpenShot 视频 编辑器 is an award-winning 免费 和 开源 视频 编辑器 面向 Linux, Mac, 和 Windows, 和 is dedicated to delivering high quality 视频 editing 和 animation solutions to the world"}, {"name": "ykdojo/claude-code-tips", "url": "https://github.com/ykdojo/claude-code-tips", "source": "github", "stars": 10154, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 13, "usability": 13, "compliance": 0, "score_total": 56, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "45+ tips 面向 getting the most out of Claude 代码, from basics to advanced - includes a custom status line script 和 Claude 代码 running itself in a container. Also includes the dx plugin: skills 面向 everyday dev workflows"}, {"name": "didilili/ai-agents-from-zero", "url": "https://github.com/didilili/ai-agents-from-zero", "source": "github", "stars": 4961, "license": "MIT", "category": "模型", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "🚀 2026 最系统的 AI 智能体 速成指南｜智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级部署与微调 · 从0到企业级落地 + 从学习到上线项目 + 面试准备一体化"}, {"name": "zebbern/claude-code-guide", "url": "https://github.com/zebbern/claude-code-guide", "source": "github", "stars": 4642, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "Claude 代码 Guide - Setup, Commands, workflows, 智能体, skills & tips-n-tricks from beginner to power user!"}, {"name": "kirodotdev/KiroCrew", "url": "https://github.com/kirodotdev/KiroCrew", "source": "github", "stars": 4191, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "A persistent workspace 面向 development work 可 self-improves 和 continues beyond one session"}, {"name": "killop/anything_about_game", "url": "https://github.com/killop/anything_about_game", "source": "github", "stars": 4135, "license": "Apache-2.0", "category": "模型", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-21", "one_line": "模型类开源项目：A wonderful list of Game Development resources"}, {"name": "conorbronsdon/avoid-ai-writing", "url": "https://github.com/conorbronsdon/avoid-ai-writing", "source": "github", "stars": 4757, "license": "MIT", "category": "模型", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Skill 可 audits 和 rewrites content to remove AI 写作 patterns. Use it 支持 你的 favorite 智能体 including Claude 代码, OpenClaw, Codex, 和 Hermes"}, {"name": "Jakubantalik/transitions.dev", "url": "https://github.com/Jakubantalik/transitions.dev", "source": "github", "stars": 4384, "license": "无", "category": "设计", "activity": 30, "popularity": 7, "usability": 18, "compliance": 0, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Collection of the most essential transitions 面向 web apps, skill 面向 智能体 和 Refine 工具 面向 智能体"}, {"name": "syxanash/awesome-web-desktops", "url": "https://github.com/syxanash/awesome-web-desktops", "source": "github", "stars": 2099, "license": "CC0-1.0", "category": "设计", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "Websites, web apps, portfolios 可 look like desktop operating systems"}, {"name": "wdhdev/free-for-life", "url": "https://github.com/wdhdev/free-for-life", "source": "github", "stars": 1749, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-23", "one_line": "A huge list of great stuff you can get 面向 免费!"}, {"name": "martinpacesa/BindCraft", "url": "https://github.com/martinpacesa/BindCraft", "source": "github", "stars": 1232, "license": "MIT", "category": "设计", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-21", "one_line": "User friendly 和 accurate binder 设计 pipeline"}, {"name": "PostHog/posthog.com", "url": "https://github.com/PostHog/posthog.com", "source": "github", "stars": 1145, "license": "NOASSERTION", "category": "设计", "activity": 30, "popularity": 7, "usability": 18, "compliance": 0, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "Official docs, website, 和 handbook 面向 PostHog"}, {"name": "author-more/penpot-desktop", "url": "https://github.com/author-more/penpot-desktop", "source": "github", "stars": 1141, "license": "AGPL-3.0", "category": "设计", "activity": 30, "popularity": 7, "usability": 10, "compliance": 8, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A desktop application 面向 Penpot, an 开源 设计 工具"}, {"name": "FFmpeg/FFmpeg", "url": "https://github.com/FFmpeg/FFmpeg", "source": "github", "stars": 64615, "license": "NOASSERTION", "category": "视频", "activity": 30, "popularity": 25, "usability": 0, "compliance": 0, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "视频类开源项目：Mirror of https://git.ffmpeg.org/ffmpeg.git"}, {"name": "Archmage83/tvapk", "url": "https://github.com/Archmage83/tvapk", "source": "github", "stars": 6264, "license": "Apache-2.0", "category": "视频", "activity": 24, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-08-12", "one_line": "收集各大AndroidTV的apk应用，可免费看vip和国外电影电视。如大家有也可以贡献一下。"}, {"name": "nova-video-player/aos-AVP", "url": "https://github.com/nova-video-player/aos-AVP", "source": "github", "stars": 4696, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "NOVA 开源 视频 plAyer: main repository to 构建 them 全部"}, {"name": "ssrajadh/sentrysearch", "url": "https://github.com/ssrajadh/sentrysearch", "source": "github", "stars": 4525, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "Semantic 搜索 over videos 基于 Gemini Embedding 2 or Qwen3-VL"}, {"name": "kodjodevf/mangayomi", "url": "https://github.com/kodjodevf/mangayomi", "source": "github", "stars": 3839, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "免费 和 开源 application 面向 reading manga, novels, 和 watching animes available on Android, iOS, macOS, Linux 和 Windows"}, {"name": "YTLitePlus/YTLitePlus", "url": "https://github.com/YTLitePlus/YTLitePlus", "source": "github", "stars": 3626, "license": "GPL-3.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 10, "compliance": 8, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-04", "one_line": "⚠️ DEPRECATED — DEAD 面向 now as YTPlus is now paid"}, {"name": "szTheory/exifcleaner", "url": "https://github.com/szTheory/exifcleaner", "source": "github", "stars": 2712, "license": "MIT", "category": "设计", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Cross-平台 desktop GUI app to clean 图像 metadata"}, {"name": "ZeroLu/awesome-seedance", "url": "https://github.com/ZeroLu/awesome-seedance", "source": "github", "stars": 2570, "license": "MIT", "category": "视频", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The ultimate collection of high-fidelity Seedance 2.0 prompts 和 Seedance AI resources. Discover Seedance 2.0 how to use 面向 cinematic film, anime, UGC, social media, meme 和 advertising. Includes Seedance API guides 和 advanced 视频 生成 workflows"}, {"name": "ruc-datalab/DeepAnalyze", "url": "https://github.com/ruc-datalab/DeepAnalyze", "source": "github", "stars": 4661, "license": "MIT", "category": "数据", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-23", "one_line": "DeepAnalyze is the first agentic LLM 面向 autonomous 数据 science. 🎈你的AI数据分析师，自动分析大量数据，一键生成专业分析报告！"}, {"name": "tensorflow/datasets", "url": "https://github.com/tensorflow/datasets", "source": "github", "stars": 4593, "license": "Apache-2.0", "category": "数据", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "TFDS is a collection of datasets ready to use 支持 TensorFlow, Jax,"}, {"name": "Jon-Becker/prediction-market-analysis", "url": "https://github.com/Jon-Becker/prediction-market-analysis", "source": "github", "stars": 3864, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-21", "one_line": "A 框架 面向 collecting 和 analyzing prediction market 数据, including the largest publicly available dataset of Polymarket 和 Kalshi market 和 trade 数据"}, {"name": "montanaflynn/stats", "url": "https://github.com/montanaflynn/stats", "source": "github", "stars": 3025, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-19", "one_line": "A well tested 和 comprehensive Golang statistics 库 package 支持 no dependencies"}, {"name": "colour-science/colour", "url": "https://github.com/colour-science/colour", "source": "github", "stars": 2654, "license": "BSD-3-Clause", "category": "设计", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Colour Science 面向 Python"}, {"name": "data-engineering-community/data-engineering-wiki", "url": "https://github.com/data-engineering-community/data-engineering-wiki", "source": "github", "stars": 2031, "license": "CC0-1.0", "category": "数据", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-15", "one_line": "The best place to learn 数据 engineering. Built 和 maintained by the 数据 engineering community"}, {"name": "yuhonas/free-exercise-db", "url": "https://github.com/yuhonas/free-exercise-db", "source": "github", "stars": 1933, "license": "Unlicense", "category": "数据", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Open Public Domain Exercise Dataset in JSON format, over 800 exercises 支持 a browsable public searchable frontend"}, {"name": "MaJerle/stm32-usart-uart-dma-rx-tx", "url": "https://github.com/MaJerle/stm32-usart-uart-dma-rx-tx", "source": "github", "stars": 1825, "license": "MIT", "category": "数据", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-12", "one_line": "STM32 examples 面向 USART 基于 DMA 面向 efficient RX 和 TX transmission"}, {"name": "durable-streams/durable-streams", "url": "https://github.com/durable-streams/durable-streams", "source": "github", "stars": 1703, "license": "MIT", "category": "模型", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The 数据 primitive 面向 the 智能体 loop"}, {"name": "odota/core", "url": "https://github.com/odota/core", "source": "github", "stars": 1629, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "OpenDota: 开源 Dota 2 数据 平台 支持 automated replay parsing"}, {"name": "taleshape-com/shaper", "url": "https://github.com/taleshape-com/shaper", "source": "github", "stars": 1251, "license": "MPL-2.0", "category": "数据", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Visualize 和 share 你的 数据. 全部 in SQL. Powered by DuckDB"}, {"name": "elixirs/faker", "url": "https://github.com/elixirs/faker", "source": "github", "stars": 1198, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "Faker is a pure Elixir 库 面向 generating fake 数据"}, {"name": "wieslawsoltes/Core2D", "url": "https://github.com/wieslawsoltes/Core2D", "source": "github", "stars": 1187, "license": "MIT", "category": "写作", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "A multi-平台 数据 driven 2D diagram 编辑器"}, {"name": "leaperone/MultiPost-Extension", "url": "https://github.com/leaperone/MultiPost-Extension", "source": "github", "stars": 3551, "license": "Apache-2.0", "category": "营销", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A browser extension 可 helps users publish content to multiple social media platforms 支持 one click"}, {"name": "irinabuht12-oss/marketing-skills", "url": "https://github.com/irinabuht12-oss/marketing-skills", "source": "github", "stars": 2660, "license": "无", "category": "营销", "activity": 30, "popularity": 7, "usability": 18, "compliance": 0, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "Claude skills 面向 营销: 49 免费 营销 skills 面向 Claude 代码 和 claude.ai (Google Ads, Meta Ads, SEO, AI visibility) + the Ryze Google Ads MCP / Meta Ads MCP: claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp"}, {"name": "wondelai/skills", "url": "https://github.com/wondelai/skills", "source": "github", "stars": 2277, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-10", "one_line": "Wondel.ai 智能体 Skills — Business, 营销, UX & 编程 Frameworks from Bestselling Books. 50 skills + 12 guided journeys 面向 Claude 代码, Codex, Cursor & other agentskills.io 智能体"}, {"name": "gitcoffee-os/postbot", "url": "https://github.com/gitcoffee-os/postbot", "source": "github", "stars": 1466, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-20", "one_line": "PostBot 内容同步助手 一款开源的多平台内容同步分发生产力工具。 支持将文章、笔记、动态、图片、视频、音频等内容，一键同步发布至主流媒体平台。覆盖微信/微博/今日头条/小红书/知乎/百家号/企鹅号/视频号/抖音/快手/哔哩哔哩（B站）等国内主流媒体平台，可轻松扩展兼容 X（Twitter）、Facebook、Instagram、TikTok、YouTube、LinkedIn 等国际媒体平台。"}, {"name": "swiftbar/SwiftBar", "url": "https://github.com/swiftbar/SwiftBar", "source": "github", "stars": 4584, "license": "MIT", "category": "效率", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "强大 macOS menu bar customization 工具"}, {"name": "Leonxlnx/unlazy", "url": "https://github.com/Leonxlnx/unlazy", "source": "github", "stars": 3735, "license": "MIT", "category": "模型", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-03", "one_line": "Anti-laziness skill 面向 AI 智能体. Core: the Depth Tree method, which splits a task N layers deep 和 gives every leaf the full time budget of the whole task, so effort multiplies 支持 depth. Grounded in 2025-2026 research on 模型 laziness, underthinking 和 premature completion"}, {"name": "git-town/git-town", "url": "https://github.com/git-town/git-town", "source": "github", "stars": 3379, "license": "MIT", "category": "效率", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "效率类开源项目：Git branches made easy"}, {"name": "joshmedeski/sesh", "url": "https://github.com/joshmedeski/sesh", "source": "github", "stars": 2843, "license": "MIT", "category": "设计", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-21", "one_line": "设计类开源项目：Smart tmux session manager"}, {"name": "tach-org/tach", "url": "https://github.com/tach-org/tach", "source": "github", "stars": 2826, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-15", "one_line": "A Python 工具 to visualize + enforce dependencies, 基于 modular architecture 🌎 开源 🐍 Installable via pip 🔧 Able to be adopted incrementally - ⚡ Implemented 支持 no runtime impact ♾️ Interoperable 支持 你的 existing systems 🦀 Written in rust"}, {"name": "engineering-management/awesome-engineering-management", "url": "https://github.com/engineering-management/awesome-engineering-management", "source": "github", "stars": 2770, "license": "CC0-1.0", "category": "效率", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-11", "one_line": "Pointers 和 tools 面向 learning 和 day-to-day practice of engineering management & leadership"}, {"name": "mono0926/LicensePlist", "url": "https://github.com/mono0926/LicensePlist", "source": "github", "stars": 2533, "license": "MIT", "category": "编程", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-09", "one_line": "A license list generator of 全部 你的 dependencies 面向 iOS applications"}, {"name": "pakerwreah/Calendr", "url": "https://github.com/pakerwreah/Calendr", "source": "github", "stars": 2359, "license": "MIT", "category": "效率", "activity": 30, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Menu bar calendar 面向 macOS - MVVM | RxSwift | AppKit | SwiftUI"}, {"name": "mhss1/MyBrain", "url": "https://github.com/mhss1/MyBrain", "source": "github", "stars": 2219, "license": "GPL-3.0", "category": "效率", "activity": 27, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-08-20", "one_line": "全部-in-one 效率 app 和 AI assistant 支持 Tasks, 笔记, Calendar, Diary 和 Bookmarks"}, {"name": "Claude Opus 5.5", "url": "https://www.anthropic.com/claude-opus-5-5", "source": "hn", "stars": 1804, "license": "无", "category": "其它", "activity": 30, "popularity": 25, "usability": 0, "compliance": 0, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-22", "one_line": "其它类开源项目：Claude Opus 5.5"}, {"name": "F-Droid 2.0", "url": "https://f-droid.org/2026/09/24/f-droid-2.0-a-new-chapter-for-android-freedom.html", "source": "hn", "stars": 1463, "license": "无", "category": "其它", "activity": 30, "popularity": 25, "usability": 0, "compliance": 0, "score_total": 55, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "其它类开源项目：F-Droid 2.0"}, {"name": "needleworm/bhban_rpa", "url": "https://github.com/needleworm/bhban_rpa", "source": "github", "stars": 1153, "license": "无", "category": "设计", "activity": 29, "popularity": 7, "usability": 18, "compliance": 0, "score_total": 54, "verdict": "观察", "last_commit_or_update": "2026-08-26", "one_line": "设计类开源项目：<6개월 치 업무를 하루 만에 끝내는 업무 자동화(생능출판사, 2020)>의 예제 코드입니다. 파이썬을 한 번도 배워본 적 없는 분들을 위한 예제이며, 엑셀부터 디자인, 매크로, 크롤링까지 업무 자동화와 관련된 다양한 분야 예제가 제공됩니다"}, {"name": "deniscerri/ytdlnis", "url": "https://github.com/deniscerri/ytdlnis", "source": "github", "stars": 10323, "license": "GPL-3.0", "category": "视频", "activity": 30, "popularity": 13, "usability": 3, "compliance": 8, "score_total": 54, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Full-featured 音频/视频 downloader 面向 Android 基于 yt-dlp"}, {"name": "codeforreal1/compressO", "url": "https://github.com/codeforreal1/compressO", "source": "github", "stars": 4666, "license": "AGPL-3.0", "category": "视频", "activity": 26, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 54, "verdict": "观察", "last_commit_or_update": "2026-08-17", "one_line": "转换 任意 视频/图像 into a tiny size. 100% 免费 & 开源. Available 面向 Mac, Windows & Linux"}, {"name": "BIT-DataLab/Edit-Banana", "url": "https://github.com/BIT-DataLab/Edit-Banana", "source": "github", "stars": 5500, "license": "AGPL-3.0", "category": "编程", "activity": 30, "popularity": 13, "usability": 3, "compliance": 8, "score_total": 54, "verdict": "观察", "last_commit_or_update": "2026-09-23", "one_line": "Edit Banana: A 框架 面向 converting statistical formats into editable"}, {"name": "Yuzzyuk/marketing-os", "url": "https://github.com/Yuzzyuk/marketing-os", "source": "github", "stars": 531, "license": "MIT", "category": "营销", "activity": 26, "popularity": 3, "usability": 10, "compliance": 15, "score_total": 54, "verdict": "观察", "last_commit_or_update": "2026-08-17", "one_line": "An entire 营销 department as one Claude skill. 14 modules: audits scored 0-100, an 18-tactic hook engine, copy graded before you see it, ad diagnosis, GEO, email, launches, pricing. Works in Claude, Codex 和 Cursor"}, {"name": "streetwriters/notesnook", "url": "https://github.com/streetwriters/notesnook", "source": "github", "stars": 14680, "license": "GPL-3.0", "category": "写作", "activity": 30, "popularity": 13, "usability": 3, "compliance": 8, "score_total": 54, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A fully 开源 & end-to-end encrypted 笔记 taking alternative to Evernote"}, {"name": "espanso/espanso", "url": "https://github.com/espanso/espanso", "source": "github", "stars": 14549, "license": "GPL-3.0", "category": "效率", "activity": 30, "popularity": 13, "usability": 3, "compliance": 8, "score_total": 54, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "A Privacy-first, Cross-平台 Text Expander written in Rust"}, {"name": "mrkai77/Loop", "url": "https://github.com/mrkai77/Loop", "source": "github", "stars": 11692, "license": "GPL-3.0", "category": "设计", "activity": 30, "popularity": 13, "usability": 3, "compliance": 8, "score_total": 54, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "设计类开源项目：Window management made elegant"}, {"name": "ever-co/ever-gauzy", "url": "https://github.com/ever-co/ever-gauzy", "source": "github", "stars": 8120, "license": "AGPL-3.0", "category": "营销", "activity": 30, "popularity": 13, "usability": 3, "compliance": 8, "score_total": 54, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Ever® Gauzy™ - Open Business Management 平台 (ERP/CRM/HRM/ATS/PM) - https://gauzy.co"}, {"name": "massCodeIO/massCode", "url": "https://github.com/massCodeIO/massCode", "source": "github", "stars": 7005, "license": "AGPL-3.0", "category": "写作", "activity": 30, "popularity": 13, "usability": 3, "compliance": 8, "score_total": 54, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "A 免费, 开源 开发者 workspace. Snippets, 笔记, HTTP requests, calculations, 和 dev tools in one local-first app"}, {"name": "plainhub/plain-app", "url": "https://github.com/plainhub/plain-app", "source": "github", "stars": 6804, "license": "AGPL-3.0", "category": "视频", "activity": 30, "popularity": 13, "usability": 3, "compliance": 8, "score_total": 54, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "🔥 PlainApp is an 开源 app 可 lets you securely 管理 你的 phone from a web browser. Access files, media, contacts, SMS, calls, 和 more through a 简单, easy-to-use interface on 你的 desktop"}, {"name": "linshenkx/prompt-optimizer", "url": "https://github.com/linshenkx/prompt-optimizer", "source": "github", "stars": 35955, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 20, "usability": 3, "compliance": 0, "score_total": 53, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "An AI prompt optimizer 面向 写作 better prompts 和 getting better AI results"}, {"name": "labring/FastGPT", "url": "https://github.com/labring/FastGPT", "source": "github", "stars": 29765, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 20, "usability": 3, "compliance": 0, "score_total": 53, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "FastGPT is a knowledge-基于 平台 built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as 数据 processing, RAG retrieval, 和 visual AI 工作流 orchestration, letting you easily develop 和 deploy complex question-answering systems without the need 面向 extensive setup or configuration"}, {"name": "AccumulateMore/CV", "url": "https://github.com/AccumulateMore/CV", "source": "github", "stars": 23838, "license": "无", "category": "模型", "activity": 30, "popularity": 20, "usability": 3, "compliance": 0, "score_total": 53, "verdict": "观察", "last_commit_or_update": "2026-09-20", "one_line": "✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】"}, {"name": "teableio/teable", "url": "https://github.com/teableio/teable", "source": "github", "stars": 21842, "license": "NOASSERTION", "category": "数据", "activity": 30, "popularity": 20, "usability": 3, "compliance": 0, "score_total": 53, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "✨ AI Spreadsheet 面向 Business"}, {"name": "holaboss-ai/holaOS", "url": "https://github.com/holaboss-ai/holaOS", "source": "github", "stars": 11431, "license": "NOASSERTION", "category": "编程", "activity": 27, "popularity": 13, "usability": 13, "compliance": 0, "score_total": 53, "verdict": "观察", "last_commit_or_update": "2026-08-21", "one_line": "开源 agentic workspace enterprises can make their own. Connect the systems you already run — 100+ integrations, MCP, 对话 tools, apps, browser, local files — 支持 shared memory. 任意 智能体 (Claude 代码, Codex), 任意 模型, or BYOK. Set up in clicks, not months. Local-first: 你的 数据 never leaves 你的 machines"}, {"name": "larashero3-dotcom/writing-dna-skill", "url": "https://github.com/larashero3-dotcom/writing-dna-skill", "source": "github", "stars": 2171, "license": "MIT", "category": "写作", "activity": 28, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 53, "verdict": "观察", "last_commit_or_update": "2026-08-24", "one_line": "写作蒸馏器.skill｜蒸馏复刻任意写作风格的 智能体 skill | 写作 DNA Distiller - distill 和 recreate 任意 写作 style as an 智能体 skill"}, {"name": "originalankur/maptoposter", "url": "https://github.com/originalankur/maptoposter", "source": "github", "stars": 14161, "license": "MIT", "category": "设计", "activity": 22, "popularity": 13, "usability": 3, "compliance": 15, "score_total": 53, "verdict": "观察", "last_commit_or_update": "2026-08-06", "one_line": "Transform 你的 favorite cities into beautiful, minimalist designs. MapToPoster lets you create 和 export visually striking map posters 支持 代码"}, {"name": "yattee/yattee", "url": "https://github.com/yattee/yattee", "source": "github", "stars": 3713, "license": "AGPL-3.0", "category": "视频", "activity": 28, "popularity": 7, "usability": 10, "compliance": 8, "score_total": 53, "verdict": "观察", "last_commit_or_update": "2026-08-23", "one_line": "Privacy oriented 视频 player 面向 iOS, tvOS 和 macOS"}, {"name": "bmpi-dev/awesome-seo", "url": "https://github.com/bmpi-dev/awesome-seo", "source": "github", "stars": 2799, "license": "MIT", "category": "营销", "activity": 28, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 53, "verdict": "观察", "last_commit_or_update": "2026-08-23", "one_line": "Google SEO Research 和 Web Traffic Monetization"}, {"name": "nanxiaobei/hugo-paper", "url": "https://github.com/nanxiaobei/hugo-paper", "source": "github", "stars": 2417, "license": "MIT", "category": "设计", "activity": 27, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-08-21", "one_line": "🪺 A 简单, clean, customizable Hugo theme"}, {"name": "lakshaybhushan/vecto3d", "url": "https://github.com/lakshaybhushan/vecto3d", "source": "github", "stars": 1481, "license": "MIT", "category": "设计", "activity": 27, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-08-19", "one_line": "A super 简单 工具 to 转换 你的 SVG's to 3D 模型"}, {"name": "jitsi/jitsi", "url": "https://github.com/jitsi/jitsi", "source": "github", "stars": 4343, "license": "Apache-2.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 0, "compliance": 15, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-22", "one_line": "Jitsi is an 音频/视频 和 对话 communicator 可 supports protocols such as SIP, XMPP/Jabber, IRC 和 many other useful features"}, {"name": "dtinit/data-transfer-project", "url": "https://github.com/dtinit/data-transfer-project", "source": "github", "stars": 3624, "license": "Apache-2.0", "category": "编程", "activity": 30, "popularity": 7, "usability": 0, "compliance": 15, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-15", "one_line": "The 数据 Transfer Project makes it easy 面向 platforms to 构建 interoperable user 数据 portability features. We are establishing a common 框架, including 数据 模型 和 protocols, to enable direct transfer of 数据 both into 和 out of participating online service providers"}, {"name": "sayanarijit/xplr", "url": "https://github.com/sayanarijit/xplr", "source": "github", "stars": 4834, "license": "MIT", "category": "效率", "activity": 30, "popularity": 7, "usability": 0, "compliance": 15, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-23", "one_line": "A hackable, minimal, 快速 TUI file explorer"}, {"name": "12,000-year-old Göbeklitepe burials explain scattered bones", "url": "https://archaeologymag.com/2026/09/gobeklitepe-burials-hundreds-of-scattered-bones/", "source": "hn", "stars": 62, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "其它类开源项目：12,000-year-old Göbeklitepe burials explain scattered bones"}, {"name": "MicroLLM Lab – Try 7 tiny LLM's in the browser", "url": "https://stateofutopia.com/experiments/microllmlab/", "source": "hn", "stars": 110, "license": "无", "category": "模型", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "模型类开源项目：MicroLLM Lab – Try 7 tiny LLM's in the browser"}, {"name": "Hijacking the PS5's RTMP stream", "url": "https://yashgarg.dev/posts/hijacking-ps5-rtmp-stream/", "source": "hn", "stars": 181, "license": "无", "category": "视频", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "视频类开源项目：Hijacking the PS5's RTMP stream"}, {"name": "Cf: The Agentic CLI for the Cloudflare API", "url": "https://blog.cloudflare.com/cloudflare-cf-cli-launch/", "source": "hn", "stars": 108, "license": "无", "category": "编程", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Cf: The Agentic CLI 面向 the Cloudflare API"}, {"name": "Show HN: Destroy Any Website with Stickman", "url": "https://destroy.spritefusion.com/", "source": "hn", "stars": 95, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Show HN: Destroy 任意 Website 支持 Stickman"}, {"name": "Neal Stephenson responds with wit and humor (2004)", "url": "https://slashdot.org/story/04/10/20/1518217/neal-stephenson-responds-with-wit-and-humor", "source": "hn", "stars": 62, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Neal Stephenson responds 支持 wit 和 humor (2004)"}, {"name": "Thinking fast and slow in AI: The role of metacognition (2021)", "url": "https://arxiv.org/abs/2110.01834", "source": "hn", "stars": 169, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Thinking 快速 和 slow in AI: The role of metacognition (2021)"}, {"name": "OpenAI still doesn't seem to have a handle on all of its rogue AI activity", "url": "https://techcrunch.com/2026/09/28/openai-still-doesnt-seem-to-have-a-handle-on-all-of-its-rogue-ai-activity/", "source": "hn", "stars": 100, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "OpenAI still doesn't seem to have a handle on 全部 of its rogue AI activity"}, {"name": "Improving site performance by shipping more CSS", "url": "https://github.blog/engineering/architecture-optimization/improving-site-performance-by-shipping-more-css/", "source": "hn", "stars": 91, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "写作类开源项目：Improving site performance by shipping more CSS"}, {"name": "Video CDs Break Windows Explorer", "url": "https://clydesnotes.blogspot.com/2026/08/video-cds-break-windows-explorer.html", "source": "hn", "stars": 145, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "视频 CDs Break Windows Explorer"}, {"name": "Made by Mechanical Means", "url": "https://felixrieseberg.com/made-by-mechanical-means/", "source": "hn", "stars": 70, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "其它类开源项目：Made by Mechanical Means"}, {"name": "Palantir founder purchases large swath of forest in Sweden", "url": "https://www.arctictoday.com/palantir-founder-purchases-large-swath-of-forest-in-sweden/", "source": "hn", "stars": 102, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "其它类开源项目：Palantir founder purchases large swath of forest in Sweden"}, {"name": "C's Flexible Integer Sizes Were Not a Design Mistake", "url": "https://pikuma.com/blog/c-integer-sizes-not-a-mistake", "source": "hn", "stars": 110, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "C's Flexible Integer Sizes Were Not a 设计 Mistake"}, {"name": "Fragment of oldest known peace treaty found in Turkey", "url": "https://www.livescience.com/archaeology/ancient-egyptians/we-have-found-traces-of-peace-thousands-of-years-old-fragment-of-worlds-oldest-known-peace-treaty-found-in-turkey", "source": "hn", "stars": 94, "license": "无", "category": "模型", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "模型类开源项目：Fragment of oldest known peace treaty found in Turkey"}, {"name": "LA Metro has some of the slowest escalators", "url": "https://basin.la/articles/ninety-feet-a-minute.html", "source": "hn", "stars": 119, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "其它类开源项目：LA Metro has some of the slowest escalators"}, {"name": "Finally, A True Blue Rose Exists", "url": "https://www.sciencenews.org/article/true-blue-rose-pigment-copigment", "source": "hn", "stars": 97, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "其它类开源项目：Finally, A True Blue Rose Exists"}, {"name": "Armada: Encrypted, Open-Source, Discord Alternative (Built on Nostr)", "url": "https://soapbox.pub/armada", "source": "hn", "stars": 123, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Armada: Encrypted, 开源, Discord Alternative (Built on Nostr)"}, {"name": "Self-parking car using genetic algorithm (2021)", "url": "https://trekhleb.dev/blog/2021/self-parking-car-evolution/", "source": "hn", "stars": 64, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Self-parking car 基于 genetic algorithm (2021)"}, {"name": "Reverse-engineering the Intel 8087's tangent algorithm: more than CORDIC", "url": "https://www.righto.com/2026/09/8087-tangent-cordic.html", "source": "hn", "stars": 121, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "其它类开源项目：Reverse-engineering the Intel 8087's tangent algorithm: more than CORDIC"}, {"name": "The internet discovers TLA+. Now what?", "url": "https://reasonable.io/blog/tla-tutorial/", "source": "hn", "stars": 126, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "写作类开源项目：The internet discovers TLA+. Now what?"}, {"name": "Ten lines of code that changed my world", "url": "https://pixelambacht.nl/2026/ten-lines-of-code/", "source": "hn", "stars": 140, "license": "无", "category": "编程", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Ten lines of 代码 可 changed my world"}, {"name": "Generate fonts where every LLM token is the same width", "url": "https://ampdot.mesh.host/token-space-fonts.html", "source": "hn", "stars": 93, "license": "无", "category": "模型", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "生成 fonts where every LLM token is the same width"}, {"name": "Exploding variance of means of exponentials: least-squares to the rescue", "url": "https://francisbach.com/spectral_log_density_estimation/", "source": "hn", "stars": 64, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "其它类开源项目：Exploding variance of means of exponentials: least-squares to the rescue"}, {"name": "A single function Jev-like wrapper for LLMs, including vision models", "url": "http://allanrbo.blogspot.com/2026/09/a-jev-like-wrapper-for-llms-including.html", "source": "hn", "stars": 153, "license": "无", "category": "模型", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "A single function Jev-like wrapper 面向 LLMs, including vision 模型"}, {"name": "16GB iPod Nano 3G Upgrade", "url": "https://tuckerosman.com/projects/16gb-ipod-nano", "source": "hn", "stars": 166, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "其它类开源项目：16GB iPod Nano 3G Upgrade"}, {"name": "The Lost Atomic Update on Loongson CPU", "url": "https://jia.je/hardware/2026/09/24/loongson-cpu-erratum-en/", "source": "hn", "stars": 130, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "其它类开源项目：The Lost Atomic Update on Loongson CPU"}, {"name": "Welcome to the Medical Clinic at the Interplanetary Relay Station", "url": "https://www.lightspeedmagazine.com/fiction/welcome-to-the-medical-clinic-at-the-interplanetary-relay-station/", "source": "hn", "stars": 83, "license": "无", "category": "编程", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "编程类开源项目：Welcome to the Medical Clinic at the Interplanetary Relay Station"}, {"name": "Biology might not be quantum, but its math is quantumlike", "url": "https://www.quantamagazine.org/biology-might-not-be-quantum-but-its-math-is-quantumlike-20260923/", "source": "hn", "stars": 123, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "其它类开源项目：Biology might not be quantum, but its math is quantumlike"}, {"name": "Fourier Analysis: Drawing Llamas with Circles", "url": "https://adekau.github.io/posts/2020/llamas.html", "source": "hn", "stars": 79, "license": "无", "category": "模型", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "Fourier 分析: Drawing Llamas 支持 Circles"}, {"name": "\"As a Language Model\": Chat Template Switches LLM Self-Referential Voice", "url": "https://arxiv.org/abs/2609.25021", "source": "hn", "stars": 103, "license": "无", "category": "模型", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "\"As a Language 模型\": 对话 Template Switches LLM Self-Referential Voice"}, {"name": "Scientists build most accurate atomic clock", "url": "https://phys.org/news/2026-09-scientists-world-accurate-atomic-clock.html", "source": "hn", "stars": 64, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "Scientists 构建 most accurate atomic clock"}, {"name": "What happens when you analyze your favorite college football team like the CIA?", "url": "https://www.cultivatelabs.com/posts/what-happens-when-you-analyze-college-football-like-the-cia", "source": "hn", "stars": 64, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "What happens when you 分析 你的 favorite college football team like the CIA?"}, {"name": "Analyzing Frontier Model Progress with My Favourite Game: Prince of Persia", "url": "https://blog.priyan.in/2026/09/analyzing-frontier-model-progress-with.html", "source": "hn", "stars": 63, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "Analyzing Frontier 模型 Progress 支持 My Favourite Game: Prince of Persia"}, {"name": "Postgres SELECT DISTINCT Does Not Scale", "url": "https://www.dbos.dev/blog/postgres-select-distinct-does-not-scale", "source": "hn", "stars": 104, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "写作类开源项目：Postgres SELECT DISTINCT Does Not Scale"}, {"name": "Show HN: Hacker Atlas - A map of what Hacker News talks about", "url": "https://hackeratlas.com/", "source": "hn", "stars": 86, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "其它类开源项目：Show HN: Hacker Atlas - A map of what Hacker News talks about"}, {"name": "Tutoring company tells parents to save their money and 'use AI instead'", "url": "https://www.afr.com/policy/health-and-education/tutoring-company-tell-parents-to-save-their-money-and-use-ai-instead-20260923-p60z0r", "source": "hn", "stars": 142, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "Tutoring company tells parents to save their money 和 'use AI instead'"}, {"name": "Automattic has a new board after failed attempt to put CEO on leave", "url": "https://techcrunch.com/2026/09/25/automattic-has-a-new-board-after-failed-attempt-to-put-ceo-on-leave/", "source": "hn", "stars": 148, "license": "无", "category": "效率", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "效率类开源项目：Automattic has a new board after failed attempt to put CEO on leave"}, {"name": "A brief history of Windows scroll bar shortcuts", "url": "https://devblogs.microsoft.com/oldnewthing/20260922-00/?p=112719/", "source": "hn", "stars": 179, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 15, "compliance": 0, "score_total": 52, "verdict": "观察", "last_commit_or_update": "2026-09-23", "one_line": "写作类开源项目：A brief history of Windows scroll bar shortcuts"}, {"name": "liliu-z/stashbase", "url": "https://github.com/liliu-z/stashbase", "source": "github", "stars": 838, "license": "Apache-2.0", "category": "写作", "activity": 30, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "An 开源, local-first 写作 workspace where you can write 支持 Claude 代码 和 Codex, drawing on 你的 own sources 和 past work"}, {"name": "Kiterlin/anti-defensive-writing", "url": "https://github.com/Kiterlin/anti-defensive-writing", "source": "github", "stars": 711, "license": "MIT", "category": "模型", "activity": 30, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Codex skill 面向 removing defensive 写作 和 strengthening prose"}, {"name": "suchnsuch/Tangent", "url": "https://github.com/suchnsuch/Tangent", "source": "github", "stars": 559, "license": "Apache-2.0", "category": "写作", "activity": 30, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "写作类开源项目：The Tangent monorepo"}, {"name": "43PR/dotfiles", "url": "https://github.com/43PR/dotfiles", "source": "github", "stars": 999, "license": "MIT", "category": "设计", "activity": 30, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Hyprland + Quickshell Setup 面向 Arch-基于 distributions"}, {"name": "zircleUI/zircleUI", "url": "https://github.com/zircleUI/zircleUI", "source": "github", "stars": 965, "license": "MIT", "category": "设计", "activity": 30, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-12", "one_line": "🚀 zircle-ui is a frontend 库 to develop zoomable user interfaces"}, {"name": "klaufel/awesome-design-systems", "url": "https://github.com/klaufel/awesome-design-systems", "source": "github", "stars": 888, "license": "CC0-1.0", "category": "设计", "activity": 30, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-14", "one_line": "📒 A curated list of bookmarks, resources 和 articles about 设计 systems focused on developers"}, {"name": "kirill-grouchnikov/aurora", "url": "https://github.com/kirill-grouchnikov/aurora", "source": "github", "stars": 652, "license": "Apache-2.0", "category": "设计", "activity": 30, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-21", "one_line": "Building 现代, elegant 和 快速 desktop Compose applications"}, {"name": "paxdotdev/pax", "url": "https://github.com/paxdotdev/pax", "source": "github", "stars": 524, "license": "Apache-2.0", "category": "设计", "activity": 30, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "设计类开源项目：User interface engine driven by a declarative language + Rust"}, {"name": "arco-design/arco-design-mobile", "url": "https://github.com/arco-design/arco-design-mobile", "source": "github", "stars": 501, "license": "MIT", "category": "设计", "activity": 30, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-09", "one_line": "React mobile UI components 库 基于 on Arco 设计"}, {"name": "OllieWP/ollie", "url": "https://github.com/OllieWP/ollie", "source": "github", "stars": 450, "license": "GPL-3.0", "category": "设计", "activity": 30, "popularity": 3, "usability": 10, "compliance": 8, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-03", "one_line": "设计 better 和 构建 faster 支持 Ollie, the best WordPress block theme out there"}, {"name": "estuary/flow", "url": "https://github.com/estuary/flow", "source": "github", "stars": 980, "license": "NOASSERTION", "category": "数据", "activity": 30, "popularity": 3, "usability": 18, "compliance": 0, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "🌊 Continuously synchronize the systems where 你的 数据 lives, to the systems where you _want_ it to live, by managing 你的 数据 flows 支持 Estuary. 🌊"}, {"name": "Affitor/affiliate-skills", "url": "https://github.com/Affitor/affiliate-skills", "source": "github", "stars": 680, "license": "MIT", "category": "模型", "activity": 30, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-15", "one_line": "50 AI 智能体 skills 面向 affiliate 营销. Research trending content, write 数据-backed posts, 生成 infographics, 构建 landing pages, deploy — full flywheel 支持 social intelligence. Works 支持 Claude 代码, Pi, ChatGPT, Gemini, Cursor, Windsurf, 任意 AI"}, {"name": "tasks/tasks", "url": "https://github.com/tasks/tasks", "source": "github", "stars": 5609, "license": "GPL-3.0", "category": "效率", "activity": 30, "popularity": 13, "usability": 0, "compliance": 8, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "效率类开源项目：Bringing Astrid Tasks back from the dead"}, {"name": "firelex/jeff", "url": "https://github.com/firelex/jeff", "source": "hn", "stars": 238, "license": "MIT", "category": "模型", "activity": 30, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Fine-tunes of Qwen3.5 和 Gemma 4 面向 zero-shot classification"}, {"name": "rgodha24/walgithub", "url": "https://github.com/rgodha24/walgithub", "source": "hn", "stars": 74, "license": "MIT", "category": "编程", "activity": 30, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "walgit 支持 a GitHub Enterprise Server facade — git over smart HTTP from an object-store bucket"}, {"name": "Low-Zi-Hong/ESP32s3-LLM-Cluster", "url": "https://github.com/Low-Zi-Hong/ESP32s3-LLM-Cluster", "source": "hn", "stars": 62, "license": "MIT", "category": "模型", "activity": 30, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "模型类开源项目：7-node ESP32-S3 cluster running a 0.4B LLM via 1.58-bit (BitNet) ternary quantization over SPI daisy-chain"}, {"name": "google-research/rrsi", "url": "https://github.com/google-research/rrsi", "source": "hn", "stars": 607, "license": "Apache-2.0", "category": "其它", "activity": 30, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 51, "verdict": "观察", "last_commit_or_update": "2026-09-23", "one_line": "其它类开源项目「google-research/rrsi」"}, {"name": "Agenta-AI/agenta", "url": "https://github.com/Agenta-AI/agenta", "source": "github", "stars": 4787, "license": "NOASSERTION", "category": "效率", "activity": 30, "popularity": 7, "usability": 13, "compliance": 0, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Agenta is a workspace where you 和 你的 team 构建 智能体 和 automations"}, {"name": "brycewang-stanford/Auto-Empirical-Research-Skills", "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills", "source": "github", "stars": 4422, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 7, "usability": 13, "compliance": 0, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "🔬 A curated collection of 23,000+ 智能体 skills 面向 empirical research across 8 social science disciplines. | 精选 23,000+ AI 智能体 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP"}, {"name": "RickStrahl/MarkdownMonster", "url": "https://github.com/RickStrahl/MarkdownMonster", "source": "github", "stars": 1696, "license": "NOASSERTION", "category": "写作", "activity": 30, "popularity": 7, "usability": 13, "compliance": 0, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "An extensible Markdown 编辑器, Viewer 和 Weblog Publisher 面向 Windows"}, {"name": "javierbyte/img2css", "url": "https://github.com/javierbyte/img2css", "source": "github", "stars": 2495, "license": "BSD-3-Clause", "category": "设计", "activity": 28, "popularity": 7, "usability": 0, "compliance": 15, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-08-23", "one_line": "转换 任意 图像 to pure CSS. Recreates 图像 基于 only box-shadows"}, {"name": "hendurhance/ui-ux", "url": "https://github.com/hendurhance/ui-ux", "source": "github", "stars": 1441, "license": "CC0-1.0", "category": "设计", "activity": 25, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-08-14", "one_line": "📚 This guide is designed to help you learn UI/UX 设计, 和 is divided into three levels: Beginner, Intermediate, 和 Expert. It includes learning resource, guides 和 tools 可 cover 全部 aspects of designing user interfaces 和 user experiences"}, {"name": "HaveAGitGat/Tdarr", "url": "https://github.com/HaveAGitGat/Tdarr", "source": "github", "stars": 4335, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 7, "usability": 13, "compliance": 0, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "Tdarr - Distributed transcode 自动化 基于 FFmpeg/HandBrake + 音频/视频 库 分析 + 视频 health checking (Windows, macOS, Linux & Docker)"}, {"name": "LLMQuant/quant-mind", "url": "https://github.com/LLMQuant/quant-mind", "source": "github", "stars": 3029, "license": "MIT", "category": "模型", "activity": 25, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-08-15", "one_line": "QuantMind is an 开源 智能体-native knowledge extraction 和 retrieval 框架 面向 quantitative finance"}, {"name": "malloydata/malloy", "url": "https://github.com/malloydata/malloy", "source": "github", "stars": 2583, "license": "NOASSERTION", "category": "数据", "activity": 30, "popularity": 7, "usability": 13, "compliance": 0, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Malloy is a 现代 开源 language 面向 describing 数据 relationships 和 transformations"}, {"name": "Tanu-N-Prabhu/Python", "url": "https://github.com/Tanu-N-Prabhu/Python", "source": "github", "stars": 2296, "license": "无", "category": "数据", "activity": 30, "popularity": 7, "usability": 13, "compliance": 0, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "This repository helps you learn Python 和 Machine Learning from scratch"}, {"name": "benkeen/generatedata", "url": "https://github.com/benkeen/generatedata", "source": "github", "stars": 2284, "license": "GPL-3.0", "category": "编程", "activity": 25, "popularity": 7, "usability": 10, "compliance": 8, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-08-15", "one_line": "A 强大, feature-rich, random test 数据 generator"}, {"name": "neomatrix369/awesome-ai-ml-dl", "url": "https://github.com/neomatrix369/awesome-ai-ml-dl", "source": "github", "stars": 1717, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 7, "usability": 13, "compliance": 0, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-09-13", "one_line": "Awesome Artificial Intelligence, Machine Learning 和 Deep Learning as we learn it. Study 笔记 和 a curated list of awesome resources of such topics"}, {"name": "DaKheera47/job-ops", "url": "https://github.com/DaKheera47/job-ops", "source": "github", "stars": 3987, "license": "NOASSERTION", "category": "效率", "activity": 30, "popularity": 7, "usability": 13, "compliance": 0, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-09-18", "one_line": "job-ops: DevOps principles applied to job hunting. A 可自部署 pipeline to track, 分析, 和 assist 你的 application process"}, {"name": "golutra/golutra", "url": "https://github.com/golutra/golutra", "source": "github", "stars": 3848, "license": "NOASSERTION", "category": "效率", "activity": 30, "popularity": 7, "usability": 13, "compliance": 0, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Multi-智能体 AI orchestration 平台 面向 自动化, workflows, 和 开发者 tools. Golutra transforms Codex, Claude 代码, 和 OpenClaw into a unified 智能体 system 支持 parallel execution, task orchestration, long-running workflows, 和 AI 效率 workspace"}, {"name": "rohitg00/pro-workflow", "url": "https://github.com/rohitg00/pro-workflow", "source": "github", "stars": 2887, "license": "无", "category": "编程", "activity": 30, "popularity": 7, "usability": 13, "compliance": 0, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Claude 代码 learns from 你的 corrections: self-correcting memory 可 compounds over 50+ sessions. Context engineering, parallel worktrees, 智能体 teams, 和 17 battle-tested skills"}, {"name": "alan-ai/alan-sdk-web", "url": "https://github.com/alan-ai/alan-sdk-web", "source": "github", "stars": 2427, "license": "无", "category": "编程", "activity": 30, "popularity": 7, "usability": 13, "compliance": 0, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-09-14", "one_line": "The Self-编程 System 面向 你的 App — Alan AI SDK 面向 Web"}, {"name": "Sonnet 5.5", "url": "https://www.anthropic.com/claude-sonnet-5-5", "source": "hn", "stars": 535, "license": "无", "category": "其它", "activity": 30, "popularity": 20, "usability": 0, "compliance": 0, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "其它类开源项目：Sonnet 5.5"}, {"name": "Unsealed Briefs in Authors’ Case v. Microsoft/OpenAI", "url": "https://authorsguild.org/news/ag-v-openai-top-execs-knew-mass-book-piracy-was-illegal/", "source": "hn", "stars": 626, "license": "无", "category": "其它", "activity": 30, "popularity": 20, "usability": 0, "compliance": 0, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "其它类开源项目：Unsealed Briefs in Authors’ Case v. Microsoft/OpenAI"}, {"name": "Why is the liver so weirdly regenerative?", "url": "https://dynomight.substack.com/p/liver", "source": "hn", "stars": 575, "license": "无", "category": "其它", "activity": 30, "popularity": 20, "usability": 0, "compliance": 0, "score_total": 50, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "其它类开源项目：Why is the liver so weirdly regenerative?"}, {"name": "vidstack/player", "url": "https://github.com/vidstack/player", "source": "github", "stars": 3685, "license": "MIT", "category": "视频", "activity": 27, "popularity": 7, "usability": 0, "compliance": 15, "score_total": 49, "verdict": "观察", "last_commit_or_update": "2026-08-21", "one_line": "UI components 和 hooks 面向 building 视频/音频 players on the web. Robust, customizable, 和 accessible. 现代 alternative to JW Player 和 视频.js"}, {"name": "Alisa0808/vox-director", "url": "https://github.com/Alisa0808/vox-director", "source": "github", "stars": 2073, "license": "MIT", "category": "模型", "activity": 24, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 49, "verdict": "观察", "last_commit_or_update": "2026-08-11", "one_line": "Turn one topic into a finished Vox-style paper-collage explainer/ad 视频 — automated end to end on Atlas Cloud + ffmpeg. An 智能体 skill"}, {"name": "PabloLec/RecoverPy", "url": "https://github.com/PabloLec/RecoverPy", "source": "github", "stars": 1794, "license": "GPL-3.0", "category": "编程", "activity": 21, "popularity": 7, "usability": 13, "compliance": 8, "score_total": 49, "verdict": "观察", "last_commit_or_update": "2026-08-03", "one_line": "Interactively find 和 recover deleted or :point_right: overwritten :point_left: files from 你的 terminal"}, {"name": "WeThinkIn/AIGC-Interview-Book", "url": "https://github.com/WeThinkIn/AIGC-Interview-Book", "source": "github", "stars": 4842, "license": "GPL-3.0", "category": "模型", "activity": 30, "popularity": 7, "usability": 3, "compliance": 8, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试资源平台。涵盖AIGC、LLM大模型、AI 智能体、具身智能、传统深度学习、计算机视觉、自然语言处理、自动驾驶、机器学习、强化学习、大数据挖掘、世界模型、元宇宙、AGI等AI行业面试笔试干货经验与核心跨周期知识。"}, {"name": "freeplane/freeplane", "url": "https://github.com/freeplane/freeplane", "source": "github", "stars": 4384, "license": "GPL-2.0", "category": "写作", "activity": 30, "popularity": 7, "usability": 3, "compliance": 8, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Application 面向 Mind Mapping, Knowledge Management, Project Management. Develop, organize 和 communicate 你的 ideas 和 knowledge in the most effective way"}, {"name": "re-zero-khis/re0-web", "url": "https://github.com/re-zero-khis/re0-web", "source": "github", "stars": 1991, "license": "GPL-2.0", "category": "写作", "activity": 30, "popularity": 7, "usability": 3, "compliance": 8, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "Re0：从零开始的异世界生活 （WEB版）"}, {"name": "xiaoshengxianjun/51mazi", "url": "https://github.com/xiaoshengxianjun/51mazi", "source": "github", "stars": 472, "license": "MIT", "category": "写作", "activity": 30, "popularity": 3, "usability": 0, "compliance": 15, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-12", "one_line": "我要码字，这可能会是最好用的小说写作软件。51mazi是一款专为小说创作开发的桌面端写作软件，它不仅集成了随机取名，小说地图设计、关系图谱、人物档案，时间线等创作辅助工具，还集成了AI写作、AI生成封面，AI生成人物图等AI辅助功能，此外，还支持网文小说下载，让小说创作变得更加高效和有趣。"}, {"name": "teriflix/scrite", "url": "https://github.com/teriflix/scrite", "source": "github", "stars": 371, "license": "NOASSERTION", "category": "写作", "activity": 30, "popularity": 3, "usability": 15, "compliance": 0, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "写作类开源项目：Crossplatform Screenwriting Software"}, {"name": "scynthiadunlop/WritingForDevelopersBook", "url": "https://github.com/scynthiadunlop/WritingForDevelopersBook", "source": "github", "stars": 370, "license": "无", "category": "写作", "activity": 30, "popularity": 3, "usability": 15, "compliance": 0, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-02", "one_line": "About the book \"写作 面向 Developers: Blogs 可 Get Read,\" which is 全部 about 写作 more compelling engineering blog posts. By Piotr Sarna & Cynthia Dunlop"}, {"name": "palxiao/poster-design", "url": "https://github.com/palxiao/poster-design", "source": "github", "stars": 4884, "license": "AGPL-3.0", "category": "设计", "activity": 30, "popularity": 7, "usability": 3, "compliance": 8, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-10", "one_line": "迅排设计 - 图片编辑器、AI 在线海报设计，仿稿定设计，适用于多种场景：海报生成、电商产品图、文章长图、视频/公众号封面等。A beautiful online 图像 designer, suitable 面向 various scenarios like 生成 posters, making 设计 easier!"}, {"name": "lscambo13/ElegantFin", "url": "https://github.com/lscambo13/ElegantFin", "source": "github", "stars": 2183, "license": "GPL-2.0", "category": "设计", "activity": 30, "popularity": 7, "usability": 3, "compliance": 8, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-09", "one_line": "A Jellyfin theme inspired from Jellyseerr. This theme improves the overall look 和 experience 支持 various little fixes to the UI/UX"}, {"name": "aycanogut/front-end-resources", "url": "https://github.com/aycanogut/front-end-resources", "source": "github", "stars": 553, "license": "MIT", "category": "设计", "activity": 30, "popularity": 3, "usability": 0, "compliance": 15, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-10", "one_line": "a repo 面向 awesome front-end resources"}, {"name": "fecarrico/A11Y.md", "url": "https://github.com/fecarrico/A11Y.md", "source": "github", "stars": 414, "license": "MIT", "category": "设计", "activity": 30, "popularity": 3, "usability": 0, "compliance": 15, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "A context system 面向 building accessible software by default — 面向 developers 和 AI, 支持 enforceable rules aligned to WCAG"}, {"name": "jhipster/jdl-studio", "url": "https://github.com/jhipster/jdl-studio", "source": "github", "stars": 407, "license": "Apache-2.0", "category": "写作", "activity": 30, "popularity": 3, "usability": 0, "compliance": 15, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-03", "one_line": "JDL Studio is an online JHipster Domain Language visual 编辑器"}, {"name": "opensourcedesign/opensourcedesign.net", "url": "https://github.com/opensourcedesign/opensourcedesign.net", "source": "github", "stars": 399, "license": "Apache-2.0", "category": "设计", "activity": 30, "popularity": 3, "usability": 0, "compliance": 15, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-29", "one_line": "🎨💻 Source 代码 of our website"}, {"name": "educlopez/ui-craft", "url": "https://github.com/educlopez/ui-craft", "source": "github", "stars": 361, "license": "MIT", "category": "设计", "activity": 30, "popularity": 3, "usability": 0, "compliance": 15, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-03", "one_line": "设计 engineering system 面向 AI 编程 智能体 — ship UI 支持 craft-level quality. Install as an 智能体 skill"}, {"name": "umlx5h/LLPlayer", "url": "https://github.com/umlx5h/LLPlayer", "source": "github", "stars": 4303, "license": "GPL-3.0", "category": "模型", "activity": 30, "popularity": 7, "usability": 3, "compliance": 8, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-10", "one_line": "The media player 面向 language learning, 支持 dual subtitles, AI-generated subtitles, real-time translation, 和 more!"}, {"name": "iuroc/bilidown", "url": "https://github.com/iuroc/bilidown", "source": "github", "stars": 2288, "license": "Apache-2.0", "category": "视频", "activity": 23, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-08-07", "one_line": "哔哩哔哩视频解析下载工具，支持 8K 视频、Hi-Res 音频、杜比视界下载、批量解析，可扫码登录，常驻托盘。"}, {"name": "rust-av/Av1an", "url": "https://github.com/rust-av/Av1an", "source": "github", "stars": 1988, "license": "GPL-3.0", "category": "编程", "activity": 30, "popularity": 7, "usability": 3, "compliance": 8, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Cross-平台 command-line AV1 / VP9 / HEVC / H264 encoding 框架 支持 per scene quality encoding"}, {"name": "onyx-platform/onyx", "url": "https://github.com/onyx-platform/onyx", "source": "github", "stars": 2050, "license": "EPL-1.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 3, "compliance": 8, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-12", "one_line": "Distributed, masterless, high performance, fault tolerant 数据 processing"}, {"name": "brimdata/zui", "url": "https://github.com/brimdata/zui", "source": "github", "stars": 1973, "license": "NOASSERTION", "category": "数据", "activity": 28, "popularity": 7, "usability": 13, "compliance": 0, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-08-22", "one_line": "Zui is a 强大 desktop application 面向 exploring 和 working 支持 数据. The official front-end to the Zed lake"}, {"name": "frappe/crm", "url": "https://github.com/frappe/crm", "source": "github", "stars": 3617, "license": "AGPL-3.0", "category": "营销", "activity": 30, "popularity": 7, "usability": 3, "compliance": 8, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Fully featured, 开源 CRM"}, {"name": "elmohq/elmo", "url": "https://github.com/elmohq/elmo", "source": "github", "stars": 369, "license": "MIT", "category": "模型", "activity": 30, "popularity": 3, "usability": 0, "compliance": 15, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "开源 Answer Engine Optimization (AEO) 和 Generative Engine Optimization (GEO) 平台. Track how ChatGPT, Claude, Perplexity, Gemini, Copilot, Grok, 和 Google AI Overviews mention 和 cite 你的 brand in AI 搜索. MIT-licensed, self-hostable, every metric auditable in 代码"}, {"name": "ParthJadhav/ios-marketing-capture", "url": "https://github.com/ParthJadhav/ios-marketing-capture", "source": "github", "stars": 260, "license": "MIT", "category": "设计", "activity": 30, "popularity": 3, "usability": 0, "compliance": 15, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-05", "one_line": "Automate Multi-Locale asset creation 面向 你的 iOS app"}, {"name": "ucsandman/marketing-studio", "url": "https://github.com/ucsandman/marketing-studio", "source": "github", "stars": 248, "license": "MIT", "category": "视频", "activity": 30, "popularity": 3, "usability": 0, "compliance": 15, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-06", "one_line": "Create product launch assets 支持 Remotion, then review 和 distribute them through guarded, dry-run-first workflows"}, {"name": "customermates/customermates", "url": "https://github.com/customermates/customermates", "source": "github", "stars": 223, "license": "NOASSERTION", "category": "营销", "activity": 30, "popularity": 3, "usability": 15, "compliance": 0, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Building a 现代 alternative to Pipedrive 可 is 10x more intuitive"}, {"name": "kubero-dev/kubero", "url": "https://github.com/kubero-dev/kubero", "source": "github", "stars": 4427, "license": "GPL-3.0", "category": "效率", "activity": 30, "popularity": 7, "usability": 3, "compliance": 8, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-09", "one_line": "A 免费 和 可自部署 PaaS alternative to Heroku / Netlify / Coolify / Vercel / Dokku / Portainer running on Kubernetes"}, {"name": "yuka-friends/Windrecorder", "url": "https://github.com/yuka-friends/Windrecorder", "source": "github", "stars": 3943, "license": "GPL-2.0", "category": "视频", "activity": 30, "popularity": 7, "usability": 3, "compliance": 8, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "Windrecorder is a memory 搜索 app by records everything on 你的 screen in small size, to let you rewind what you have seen, query through OCR text or 图像 description, 和 get activity statistics, like Microsoft's Windows Recall or Rewind"}, {"name": "200ok-ch/organice", "url": "https://github.com/200ok-ch/organice", "source": "github", "stars": 2671, "license": "AGPL-3.0", "category": "效率", "activity": 23, "popularity": 7, "usability": 10, "compliance": 8, "score_total": 48, "verdict": "观察", "last_commit_or_update": "2026-08-09", "one_line": "An implementation of Org mode without the dependency of Emacs - built 面向 mobile 和 desktop browsers"}, {"name": "vriteio/andesine", "url": "https://github.com/vriteio/andesine", "source": "github", "stars": 2003, "license": "NOASSERTION", "category": "写作", "activity": 30, "popularity": 7, "usability": 10, "compliance": 0, "score_total": 47, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "开源 adaptive content workspace"}, {"name": "nhaouari/obsidian-textgenerator-plugin", "url": "https://github.com/nhaouari/obsidian-textgenerator-plugin", "source": "github", "stars": 1990, "license": "MIT", "category": "模型", "activity": 22, "popularity": 7, "usability": 3, "compliance": 15, "score_total": 47, "verdict": "观察", "last_commit_or_update": "2026-08-06", "one_line": "Text Generator is a versatile plugin 面向 Obsidian 可 allows you to 生成 text content 基于 various AI providers, including OpenAI, Anthropic, Google 和 local 模型"}, {"name": "benjitaylor/agentation", "url": "https://github.com/benjitaylor/agentation", "source": "github", "stars": 4810, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 7, "usability": 10, "compliance": 0, "score_total": 47, "verdict": "观察", "last_commit_or_update": "2026-09-22", "one_line": "The visual feedback 工具 面向 智能体"}, {"name": "vercel-labs/web-interface-guidelines", "url": "https://github.com/vercel-labs/web-interface-guidelines", "source": "github", "stars": 912, "license": "MIT", "category": "设计", "activity": 26, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 47, "verdict": "观察", "last_commit_or_update": "2026-08-18", "one_line": "Guidelines 面向 building interfaces on the Web"}, {"name": "javierbyte/cohesive-colors", "url": "https://github.com/javierbyte/cohesive-colors", "source": "github", "stars": 534, "license": "BSD-3-Clause", "category": "设计", "activity": 29, "popularity": 3, "usability": 0, "compliance": 15, "score_total": 47, "verdict": "观察", "last_commit_or_update": "2026-08-26", "one_line": "工具 可 help you to create more cohesive color schemes. Add a tint to 你的 existing colors"}, {"name": "code-charity/youtube", "url": "https://github.com/code-charity/youtube", "source": "github", "stars": 4608, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 7, "usability": 10, "compliance": 0, "score_total": 47, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "YouTube / 视频 Browser-Extension. [Top1 FOSS.] Enrich 你的 experience & choice! 🧰Smart features📌set & forget📌300+ tweaks. Longest-standing. Join🧩us?👨‍👩‍👧‍👧 ⋮ {playback|discovery|extra player buttons|quality|codec|full tab|full screen|no distraction|shorts}"}, {"name": "ntsc-rs/ntsc-rs", "url": "https://github.com/ntsc-rs/ntsc-rs", "source": "github", "stars": 2622, "license": "NOASSERTION", "category": "视频", "activity": 30, "popularity": 7, "usability": 10, "compliance": 0, "score_total": 47, "verdict": "观察", "last_commit_or_update": "2026-09-21", "one_line": "免费, 开源 VHS effect. Standalone application + plugin (After Effects, Premiere, 和 OpenFX)"}, {"name": "IENT/YUView", "url": "https://github.com/IENT/YUView", "source": "github", "stars": 2308, "license": "NOASSERTION", "category": "视频", "activity": 30, "popularity": 7, "usability": 10, "compliance": 0, "score_total": 47, "verdict": "观察", "last_commit_or_update": "2026-09-21", "one_line": "The 免费 和 开源 Cross 平台 YUV Viewer 支持 an advanced 分析 toolset"}, {"name": "liballeg/allegro5", "url": "https://github.com/liballeg/allegro5", "source": "github", "stars": 2123, "license": "NOASSERTION", "category": "视频", "activity": 30, "popularity": 7, "usability": 10, "compliance": 0, "score_total": 47, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "视频类开源项目：The official Allegro 5 git repository. Pull requests welcome!"}, {"name": "JuliaData/DataFrames.jl", "url": "https://github.com/JuliaData/DataFrames.jl", "source": "github", "stars": 1833, "license": "NOASSERTION", "category": "数据", "activity": 30, "popularity": 7, "usability": 10, "compliance": 0, "score_total": 47, "verdict": "观察", "last_commit_or_update": "2026-09-17", "one_line": "In-memory tabular 数据 in Julia"}, {"name": "datawhalechina/happy-llm", "url": "https://github.com/datawhalechina/happy-llm", "source": "github", "stars": 34103, "license": "NOASSERTION", "category": "模型", "activity": 23, "popularity": 20, "usability": 3, "compliance": 0, "score_total": 46, "verdict": "观察", "last_commit_or_update": "2026-08-08", "one_line": "📚 从零开始构建大模型"}, {"name": "waooAI/waoowaoo", "url": "https://github.com/waooAI/waoowaoo", "source": "github", "stars": 14312, "license": "NOASSERTION", "category": "效率", "activity": 30, "popularity": 13, "usability": 3, "compliance": 0, "score_total": 46, "verdict": "观察", "last_commit_or_update": "2026-09-21", "one_line": "首家工业级全流程 AI 影视生产平台。Industry-first professional AI 智能体 平台 面向 controllable film & 视频 production. From shorts to live-action 支持 Hollywood-standard workflows"}, {"name": "adongwanai/AgentGuide", "url": "https://github.com/adongwanai/AgentGuide", "source": "github", "stars": 10204, "license": "无", "category": "模型", "activity": 30, "popularity": 13, "usability": 3, "compliance": 0, "score_total": 46, "verdict": "观察", "last_commit_or_update": "2026-09-15", "one_line": "https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习｜数据合成"}, {"name": "dramaclaw/dramaclaw", "url": "https://github.com/dramaclaw/dramaclaw", "source": "github", "stars": 6567, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 13, "usability": 3, "compliance": 0, "score_total": 46, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A general-purpose AIGC 视频 engine: script to finished film in one pipeline — dramas, ads, product videos, otome games, 和 more. | 通用 AIGC 视频引擎 —— 从剧本到成片一条流水线，漫剧、广告、电商、乙游皆可"}, {"name": "Tomsawyerhu/Chinese-WebNovel-Skill", "url": "https://github.com/Tomsawyerhu/Chinese-WebNovel-Skill", "source": "github", "stars": 819, "license": "无", "category": "写作", "activity": 30, "popularity": 3, "usability": 13, "compliance": 0, "score_total": 46, "verdict": "观察", "last_commit_or_update": "2026-08-28", "one_line": "中文网文小说写作skill"}, {"name": "nevertoday/350-layout-compositions", "url": "https://github.com/nevertoday/350-layout-compositions", "source": "github", "stars": 818, "license": "NOASSERTION", "category": "写作", "activity": 30, "popularity": 3, "usability": 13, "compliance": 0, "score_total": 46, "verdict": "观察", "last_commit_or_update": "2026-08-31", "one_line": "350 layout composition references across visual principles, editorial 设计, typography, grids, web UI, film, Chinese art, 和 presentations"}, {"name": "processing/processing4", "url": "https://github.com/processing/processing4", "source": "github", "stars": 506, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 3, "usability": 13, "compliance": 0, "score_total": 46, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "Source 代码 面向 Processing, the software sketchbook 和 Java-基于 programming language 面向 students, artists, designers, educators, hobbyists, 和 creative coders. Includes the core 库, 和 编辑器 (PDE)"}, {"name": "namidaco/namida", "url": "https://github.com/namidaco/namida", "source": "github", "stars": 6491, "license": "NOASSERTION", "category": "视频", "activity": 30, "popularity": 13, "usability": 3, "compliance": 0, "score_total": 46, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "A Beautiful 和 Feature-rich Music & 视频 Player 支持 Youtube Support, Built in Flutter"}, {"name": "xxxily/h5player", "url": "https://github.com/xxxily/h5player", "source": "github", "stars": 3771, "license": "GPL-3.0", "category": "视频", "activity": 28, "popularity": 7, "usability": 3, "compliance": 8, "score_total": 46, "verdict": "观察", "last_commit_or_update": "2026-08-22", "one_line": "This software supports 全部 音频 和 视频 websites, such as TikTok, YouTube, Bilibili, TED, Instagram, Twitter, etc. Features include: variable playback speed, screen capture, 视频 download, custom settings, 和 extensions, etc., providing you 支持 a pleasant online 音频 和 视频 playback experience"}, {"name": "faker-js/faker", "url": "https://github.com/faker-js/faker", "source": "github", "stars": 15501, "license": "NOASSERTION", "category": "数据", "activity": 30, "popularity": 13, "usability": 3, "compliance": 0, "score_total": 46, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "生成 massive amounts of fake 数据 in the browser 和 node.js"}, {"name": "speedyapply/2027-AI-College-Jobs", "url": "https://github.com/speedyapply/2027-AI-College-Jobs", "source": "github", "stars": 6471, "license": "无", "category": "数据", "activity": 30, "popularity": 13, "usability": 3, "compliance": 0, "score_total": 46, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "数据类开源项目：2027 AI/ML internship & new graduate job list updated daily"}, {"name": "borghei/Claude-Skills", "url": "https://github.com/borghei/Claude-Skills", "source": "github", "stars": 849, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 3, "usability": 13, "compliance": 0, "score_total": 46, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "372 AI skills, 76 expert 智能体, 和 867 stdlib Python tools 面向 every team: engineering, PM, 营销, C-level, compliance, business ops, 和 research. Installs on Claude 代码, Cursor, Codex, Gemini, Copilot, 和 6 other AI assistants"}, {"name": "ChatbotXIO/ChatbotX", "url": "https://github.com/ChatbotXIO/ChatbotX", "source": "github", "stars": 842, "license": "NOASSERTION", "category": "营销", "activity": 30, "popularity": 3, "usability": 13, "compliance": 0, "score_total": 46, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "开源 ManyChat alternative, built 面向 AI. Omnichannel 营销 across WhatsApp, TikTok, Facebook, Instagram, Telegram, Zalo, Email, API, 和 Webchat 🤖"}, {"name": "elie222/inbox-zero", "url": "https://github.com/elie222/inbox-zero", "source": "github", "stars": 12364, "license": "NOASSERTION", "category": "设计", "activity": 30, "popularity": 13, "usability": 3, "compliance": 0, "score_total": 46, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The world's best AI personal assistant 面向 email. 开源 app to help you reach inbox zero 快速"}, {"name": "gabriel-TheCode/AestheticDialogs", "url": "https://github.com/gabriel-TheCode/AestheticDialogs", "source": "github", "stars": 632, "license": "Apache-2.0", "category": "设计", "activity": 24, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 45, "verdict": "观察", "last_commit_or_update": "2026-08-12", "one_line": "📱 An Android 库 built 支持 Jetpack Compose 面向 💫 fluid, 😍 beautiful, 🎨 custom Dialogs"}, {"name": "turicas/brasil.io", "url": "https://github.com/turicas/brasil.io", "source": "github", "stars": 1047, "license": "GPL-3.0", "category": "数据", "activity": 30, "popularity": 7, "usability": 0, "compliance": 8, "score_total": 45, "verdict": "观察", "last_commit_or_update": "2026-09-02", "one_line": "数据类开源项目：Backend do Brasil.IO (para código dos scripts de coleta de dados, veja o link na página de cada dataset)"}, {"name": "vercel-labs/marketing-team-eve-template", "url": "https://github.com/vercel-labs/marketing-team-eve-template", "source": "github", "stars": 444, "license": "MIT", "category": "模型", "activity": 27, "popularity": 3, "usability": 0, "compliance": 15, "score_total": 45, "verdict": "观察", "last_commit_or_update": "2026-08-20", "one_line": "Team of 营销 智能体 built on eve"}, {"name": "zk-org/zk-nvim", "url": "https://github.com/zk-org/zk-nvim", "source": "github", "stars": 865, "license": "GPL-3.0", "category": "写作", "activity": 30, "popularity": 3, "usability": 3, "compliance": 8, "score_total": 44, "verdict": "观察", "last_commit_or_update": "2026-09-12", "one_line": "Neovim plugin 面向 zk"}, {"name": "notnotype/neuro-book", "url": "https://github.com/notnotype/neuro-book", "source": "github", "stars": 708, "license": "AGPL-3.0", "category": "模型", "activity": 30, "popularity": 3, "usability": 3, "compliance": 8, "score_total": 44, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "An AI-powered IDE 面向 long-form fiction 写作, combining software engineering workflows, 现代 storytelling methodologies, 和 multi-智能体 systems"}, {"name": "kgoedecke/doop", "url": "https://github.com/kgoedecke/doop", "source": "github", "stars": 775, "license": "AGPL-3.0", "category": "设计", "activity": 30, "popularity": 3, "usability": 3, "compliance": 8, "score_total": 44, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "The 开源 alternative to Paper.设计. A multiplayer 设计 canvas where humans 和 AI 智能体 设计 together, live. MCP built in"}, {"name": "DataExpert-io/data-engineer-handbook", "url": "https://github.com/DataExpert-io/data-engineer-handbook", "source": "github", "stars": 44262, "license": "无", "category": "数据", "activity": 21, "popularity": 20, "usability": 3, "compliance": 0, "score_total": 44, "verdict": "观察", "last_commit_or_update": "2026-08-03", "one_line": "This is a repo 支持 links to everything you'd ever want to learn about 数据 engineering"}, {"name": "trypostit/trypost", "url": "https://github.com/trypostit/trypost", "source": "github", "stars": 658, "license": "AGPL-3.0", "category": "营销", "activity": 30, "popularity": 3, "usability": 3, "compliance": 8, "score_total": 44, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "开源 Social Media Scheduling"}, {"name": "seamusc/papermono-shopping-list", "url": "https://github.com/seamusc/papermono-shopping-list", "source": "hn", "stars": 140, "license": "GPL-3.0", "category": "编程", "activity": 30, "popularity": 3, "usability": 3, "compliance": 8, "score_total": 44, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "E-paper shopping list 面向 the M5Stack PaperMono, 支持 a FastAPI server 和 phone web UI"}, {"name": "dashersw/coyopedal", "url": "https://github.com/dashersw/coyopedal", "source": "hn", "stars": 40, "license": "GPL-3.0", "category": "其它", "activity": 30, "popularity": 3, "usability": 3, "compliance": 8, "score_total": 44, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "ESP32-S3 A2-Full NAM pedalboard 支持 direct SD-card NAM loading 和 a Gea-compiled native frontend"}, {"name": "christianrowlands/wavedigger", "url": "https://github.com/christianrowlands/wavedigger", "source": "hn", "stars": 169, "license": "AGPL-3.0", "category": "其它", "activity": 30, "popularity": 3, "usability": 3, "compliance": 8, "score_total": 44, "verdict": "观察", "last_commit_or_update": "2026-09-14", "one_line": "BSSID 搜索 in Apple's public WPS service"}, {"name": "itmeo/webgradients", "url": "https://github.com/itmeo/webgradients", "source": "github", "stars": 2479, "license": "MIT", "category": "设计", "activity": 21, "popularity": 7, "usability": 0, "compliance": 15, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-08-03", "one_line": "180 免费 CSS3, Figma, Sketch & PSD gradients — plus a JSON dataset 面向 设计 tools, generators, 和 AI 智能体"}, {"name": "brijr/craft", "url": "https://github.com/brijr/craft", "source": "github", "stars": 356, "license": "无", "category": "设计", "activity": 30, "popularity": 3, "usability": 10, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-17", "one_line": "craft is an AI-first, 轻量, flexible 设计系统 面向 building responsive layouts in React 和 handling prose"}, {"name": "ai-search-guru/getcito-worlds-first-open-source-aio-aeo-or-geo-tool", "url": "https://github.com/ai-search-guru/getcito-worlds-first-open-source-aio-aeo-or-geo-tool", "source": "github", "stars": 443, "license": "NOASSERTION", "category": "模型", "activity": 30, "popularity": 3, "usability": 10, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "GetCito the World's First 开源 AI 搜索 Optimization (AIO) / Answer Engine Optimization (AEO) or Generative Engine Optimization (GEO) 和 AI Visibility Tracking 工具"}, {"name": "jidouqie/redbeacon", "url": "https://github.com/jidouqie/redbeacon", "source": "github", "stars": 265, "license": "NOASSERTION", "category": "效率", "activity": 30, "popularity": 3, "usability": 10, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-07", "one_line": "RedBeacon｜开源 Skill 与安装入口：连接本机客户端，完成定位、对标、选题、创作、审稿、发布与账号级全流程自动化"}, {"name": "The problem is not AI code, but not knowing about system architecture or intent", "url": "https://www.ssp.sh/brain/the-problem-is-not-the-ai-code-but-nobody-knows-anything-anymore/", "source": "hn", "stars": 341, "license": "无", "category": "编程", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "The problem is not AI 代码, but not knowing about system architecture or intent"}, {"name": "Coding is not solved", "url": "https://blog.alexewerlof.com/p/coding-is-not-solved", "source": "hn", "stars": 400, "license": "无", "category": "写作", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "编程 is not solved"}, {"name": "Rails World 2026 Opening Keynote [video]", "url": "https://www.youtube.com/watch?v=vDjW_dRyKXY", "source": "hn", "stars": 442, "license": "无", "category": "写作", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-23", "one_line": "Rails World 2026 Opening Keynote [视频]"}, {"name": "Self-Hosting on the Dark Web", "url": "https://david.alvarezrosa.com/posts/self-hosting-on-the-dark-web/", "source": "hn", "stars": 342, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "其它类开源项目：Self-Hosting on the Dark Web"}, {"name": "Replacing the old battery on rechargeable bike lights", "url": "https://jvns.ca/blog/2026/09/27/replacing-the-old-battery-on-rechargeable-bike-lights/", "source": "hn", "stars": 207, "license": "无", "category": "写作", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "写作类开源项目：Replacing the old battery on rechargeable bike lights"}, {"name": "Flip Fluid on Flip Dots", "url": "https://mitxela.com/projects/flipflip", "source": "hn", "stars": 396, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "其它类开源项目：Flip Fluid on Flip Dots"}, {"name": "Show HN: Jev Plays Pokémon Red", "url": "https://jev-pokemon.vercel.app/", "source": "hn", "stars": 278, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "其它类开源项目：Show HN: Jev Plays Pokémon Red"}, {"name": "On caring for user data: NeoVim caused Vim undo files to be deleted", "url": "https://unsung.aresluna.org/they-had-no-concept-of-a-duty-of-care-to-their-users/", "source": "hn", "stars": 384, "license": "无", "category": "数据", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "On caring 面向 user 数据: NeoVim caused Vim undo files to be deleted"}, {"name": "How I changed teaching after AI managed to do all my homework assignments", "url": "https://thelastsoftwareengineer.substack.com/p/how-i-changed-teaching-after-ai-managed", "source": "hn", "stars": 301, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "How I changed teaching after AI managed to do 全部 my homework assignments"}, {"name": "Fifteen years later, the Apple Cards origin story", "url": "https://lexontech.org/fifteen-years-later-the-apple-cards-origin-story", "source": "hn", "stars": 436, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "其它类开源项目：Fifteen years later, the Apple Cards origin story"}, {"name": "There are no \"rogue\" AI agents", "url": "https://eoinhiggins.substack.com/p/there-are-no-rogue-ai-agents", "source": "hn", "stars": 389, "license": "无", "category": "模型", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "There are no \"rogue\" AI 智能体"}, {"name": "A searchable library of forgotten public-domain film clips from 1915 onward", "url": "https://www.movingimagearchive.com/", "source": "hn", "stars": 214, "license": "无", "category": "编程", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "A searchable 库 of forgotten public-domain film clips from 1915 onward"}, {"name": "What is the size of Yemen? (2024)", "url": "https://theborys.substack.com/p/what-is-the-size-of-yemen", "source": "hn", "stars": 260, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "其它类开源项目：What is the size of Yemen? (2024)"}, {"name": "Excel now supports multiple values in a single cell", "url": "https://techcommunity.microsoft.com/blog/microsoft365insiderblog/put-multiple-values-in-one-cell-with-lists-and-arrays-in-excel/4559395", "source": "hn", "stars": 276, "license": "无", "category": "写作", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "写作类开源项目：Excel now supports multiple values in a single cell"}, {"name": "Platform-independent SIMD in Go", "url": "https://go.dev/blog/simd-experiment", "source": "hn", "stars": 411, "license": "无", "category": "写作", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "平台-independent SIMD in Go"}, {"name": "Japan moves to tighten rules for foreigners", "url": "https://www.aljazeera.com/economy/2026/9/25/japan-moves-to-tighten-rules-for-foreigners-throwing-futures-into-doubt", "source": "hn", "stars": 205, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "Japan moves to tighten rules 面向 foreigners"}, {"name": "'That's so AI ' What gen Alpha's biggest insult tells us", "url": "https://www.theguardian.com/society/2026/sep/24/thats-so-ai-what-gen-alphas-biggest-insult-tells-us", "source": "hn", "stars": 215, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "'可's so AI ' What gen Alpha's biggest insult tells us"}, {"name": "Early rogue AI agent activity and attempts to hack found on urlquery.net", "url": "https://transluce.org/agent-activity", "source": "hn", "stars": 266, "license": "无", "category": "模型", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "Early rogue AI 智能体 activity 和 attempts to hack found on urlquery.net"}, {"name": "What About Rails?", "url": "https://jardo.dev/what-about-rails", "source": "hn", "stars": 331, "license": "无", "category": "其它", "activity": 30, "popularity": 13, "usability": 0, "compliance": 0, "score_total": 43, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "其它类开源项目：What About Rails?"}, {"name": "ianho7/maptoposter-online", "url": "https://github.com/ianho7/maptoposter-online", "source": "github", "stars": 946, "license": "MIT", "category": "设计", "activity": 21, "popularity": 3, "usability": 3, "compliance": 15, "score_total": 42, "verdict": "观察", "last_commit_or_update": "2026-08-03", "one_line": "设计类开源项目：✨❤️‍🔥Turn the cities you love into stunning designs"}, {"name": "BitcoinDesign/Guide", "url": "https://github.com/BitcoinDesign/Guide", "source": "github", "stars": 489, "license": "NOASSERTION", "category": "设计", "activity": 24, "popularity": 3, "usability": 15, "compliance": 0, "score_total": 42, "verdict": "观察", "last_commit_or_update": "2026-08-10", "one_line": "A 免费, 开源 community resource 面向 designers, developers 和 others working on non-custodial bitcoin products"}, {"name": "proxy-intell/facebook-ads-library-mcp", "url": "https://github.com/proxy-intell/facebook-ads-library-mcp", "source": "github", "stars": 306, "license": "MIT", "category": "编程", "activity": 24, "popularity": 3, "usability": 0, "compliance": 15, "score_total": 42, "verdict": "观察", "last_commit_or_update": "2026-08-12", "one_line": "MCP Server 面向 Facebook ADs 库 - Get instant answers from FB's ad 库"}, {"name": "danishashko/geo-aeo-tracker", "url": "https://github.com/danishashko/geo-aeo-tracker", "source": "github", "stars": 275, "license": "MIT", "category": "数据", "activity": 24, "popularity": 3, "usability": 0, "compliance": 15, "score_total": 42, "verdict": "观察", "last_commit_or_update": "2026-08-12", "one_line": "开源, local-first AI visibility intelligence 仪表盘. Track 你的 brand across 6 AI 模型"}, {"name": "sigpanic/goink", "url": "https://github.com/sigpanic/goink", "source": "github", "stars": 384, "license": "AGPL-3.0", "category": "模型", "activity": 30, "popularity": 3, "usability": 0, "compliance": 8, "score_total": 41, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Goink 桌面 AI 小说创作助手，对话式写作 + 自动状态追踪 + 本地语义搜索。跨平台开箱即用。AI 智能体 Novel Generator"}, {"name": "q5js/q5.js", "url": "https://github.com/q5js/q5.js", "source": "github", "stars": 422, "license": "LGPL-3.0", "category": "设计", "activity": 30, "popularity": 3, "usability": 0, "compliance": 8, "score_total": 41, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "Beginner friendly graphics powered by WebGPU, optimized 面向 interactive art!"}, {"name": "lintsinghua/claude-code-book", "url": "https://github.com/lintsinghua/claude-code-book", "source": "github", "stars": 4274, "license": "无", "category": "模型", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-16", "one_line": "《御舆：解码 智能体 Harness》42万字拆解 AI 智能体 的Harness骨架与神经 —— Claude 代码 架构深度剖析，15 章从对话循环到构建你自己的 智能体 Harness。在线阅读网站："}, {"name": "latentcat/latentbox", "url": "https://github.com/latentcat/latentbox", "source": "github", "stars": 2273, "license": "NOASSERTION", "category": "设计", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "A collection of awesome-lists 面向 AI, creativity 和 art. AI、创意和艺术领域的精选合集。https://latentbox.com"}, {"name": "Devin-AXIS/deepseek-design", "url": "https://github.com/Devin-AXIS/deepseek-design", "source": "github", "stars": 1661, "license": "NOASSERTION", "category": "设计", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-04", "one_line": "DeepSeek Harness 可编辑设计系统：AI 生成、可视化编辑、模板市场与 PPT｜Native 设计 & PPT Studio 面向 DeepSeek Harness"}, {"name": "vaquarkhan/vaquarkhan", "url": "https://github.com/vaquarkhan/vaquarkhan", "source": "github", "stars": 1433, "license": "无", "category": "设计", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "设计类开源项目「vaquarkhan/vaquarkhan」"}, {"name": "Ibexoft/awesome-startup-tools-list", "url": "https://github.com/Ibexoft/awesome-startup-tools-list", "source": "github", "stars": 1074, "license": "无", "category": "营销", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-23", "one_line": "List of 全部 tools (apps, services) 可 startups should use"}, {"name": "minar09/awesome-virtual-try-on", "url": "https://github.com/minar09/awesome-virtual-try-on", "source": "github", "stars": 3186, "license": "无", "category": "编程", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-27", "one_line": "A curated list of awesome research papers, projects, 代码, dataset, workshops etc. related to virtual try-on"}, {"name": "ChenHsing/Awesome-Video-Diffusion-Models", "url": "https://github.com/ChenHsing/Awesome-Video-Diffusion-Models", "source": "github", "stars": 2318, "license": "无", "category": "模型", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-04", "one_line": "[CSUR] A Survey on 视频 Diffusion 模型"}, {"name": "trykimu/videoeditor", "url": "https://github.com/trykimu/videoeditor", "source": "github", "stars": 2236, "license": "NOASSERTION", "category": "写作", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-10", "one_line": "你的 Creative Copilot 面向 视频 Editing"}, {"name": "PipeWire/pipewire", "url": "https://github.com/PipeWire/pipewire", "source": "github", "stars": 2158, "license": "NOASSERTION", "category": "视频", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "视频类开源项目：Mirror of the PipeWire repository (see https://gitlab.freedesktop.org/pipewire/pipewire/)"}, {"name": "getnao/nao", "url": "https://github.com/getnao/nao", "source": "github", "stars": 1703, "license": "NOASSERTION", "category": "数据", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "👾 nao is an 开源 分析 智能体. (1) Create context 支持 nao-core cli, (2) deploy nao 对话 interface 面向 everyone"}, {"name": "uwdata/mosaic", "url": "https://github.com/uwdata/mosaic", "source": "github", "stars": 1386, "license": "NOASSERTION", "category": "数据", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "An extensible 框架 面向 linking databases 和 interactive views"}, {"name": "ljeng/cheat-sheet", "url": "https://github.com/ljeng/cheat-sheet", "source": "github", "stars": 1331, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-16", "one_line": "知识库 面向 software engineers 和 research engineers"}, {"name": "hibuz/dev-conf-replay", "url": "https://github.com/hibuz/dev-conf-replay", "source": "github", "stars": 1164, "license": "无", "category": "编程", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-09", "one_line": "编程类开源项目：🍀 최근 국내 IT 세미나 및 개발자💻 컨퍼런스 영상의 다시 보기👀 링크를 한곳에 정리했습니다!"}, {"name": "orico/www.mlcompendium.com", "url": "https://github.com/orico/www.mlcompendium.com", "source": "github", "stars": 2195, "license": "无", "category": "模型", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-26", "one_line": "The AI Compendium, previously called the ML Compendium, curates resources 和 explanations of machine learning (ML) 和 deep learning, from a business problem through 数据, AI, engineering, 和 product"}, {"name": "hoothin/UserScripts", "url": "https://github.com/hoothin/UserScripts", "source": "github", "stars": 4305, "license": "无", "category": "效率", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-28", "one_line": "Greasemonkey scripts ( Pagetual / Picviewer CE+ / DownloadAllContent ) 油猴腳本集 ユーザースクリプト集"}, {"name": "fuxicodex/Fuxi", "url": "https://github.com/fuxicodex/Fuxi", "source": "github", "stars": 3363, "license": "NOASSERTION", "category": "编程", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-24", "one_line": "FuXi is a 快速, self-contained AI 编程 智能体 可 lives in 你的 terminal — edit 代码, run commands, 和 drive tools, 支持 cost-aware routing across LLM providers"}, {"name": "snownico0722/PaperTodo", "url": "https://github.com/snownico0722/PaperTodo", "source": "github", "stars": 2435, "license": "NOASSERTION", "category": "效率", "activity": 30, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 40, "verdict": "观察", "last_commit_or_update": "2026-09-25", "one_line": "A minimalist Windows desktop sticky 笔记 工具. It puts a few quiet, usable, 和 unobtrusive sheets of paper on 你的 desktop. Native WPF, 支持 support 面向 to-dos 和 Markdown.——极简 Windows 桌面便签工具。让桌面上有几张安静、可用、不会打扰人的纸。WPF 原生，支持待办与 Markdown。"}, {"name": "CristianOlivera1/openhero", "url": "https://github.com/CristianOlivera1/openhero", "source": "github", "stars": 397, "license": "MIT", "category": "设计", "activity": 21, "popularity": 3, "usability": 0, "compliance": 15, "score_total": 39, "verdict": "淘汰", "last_commit_or_update": "2026-08-03", "one_line": "The 免费, open collection of cinematic 视频 hero sections Browse, preview, copy & download production-ready backgrounds - instantly"}, {"name": "amphi-ai/amphi-etl", "url": "https://github.com/amphi-ai/amphi-etl", "source": "github", "stars": 1410, "license": "NOASSERTION", "category": "数据", "activity": 28, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 38, "verdict": "淘汰", "last_commit_or_update": "2026-08-24", "one_line": "visual 数据 prep powered by python"}, {"name": "Appllama/top-welcome-screens", "url": "https://github.com/Appllama/top-welcome-screens", "source": "github", "stars": 593, "license": "GPL-3.0", "category": "设计", "activity": 23, "popularity": 3, "usability": 3, "compliance": 8, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-08-08", "one_line": "设计类开源项目：How top iOS apps say hello | 10 animated welcome screens inspired by top-earning apps. Rebuilt in React Native + Expo"}, {"name": "Joseph Szabo’s pictures of American adolescents", "url": "https://www.newyorker.com/culture/photo-booth/the-teen-portraits-that-captivated-sofia-coppola", "source": "hn", "stars": 69, "license": "无", "category": "设计", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-28", "one_line": "设计类开源项目：Joseph Szabo’s pictures of American adolescents"}, {"name": "Nvidia wants to put a watchdog chip next to every AI agent", "url": "https://www.cnbc.com/2026/09/28/nvidia-releases.html", "source": "hn", "stars": 87, "license": "无", "category": "模型", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-28", "one_line": "Nvidia wants to put a watchdog chip next to every AI 智能体"}, {"name": "Show HN: HN.watch – Videos of all Hacker News posts", "url": "https://hn.watch/", "source": "hn", "stars": 119, "license": "无", "category": "视频", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-28", "one_line": "Show HN: HN.watch – Videos of 全部 Hacker News posts"}, {"name": "37,500 border drawings: a map of the world as people remember it", "url": "https://www.habibicode.org/thedrawnworld", "source": "hn", "stars": 163, "license": "无", "category": "编程", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-28", "one_line": "编程类开源项目：37,500 border drawings: a map of the world as people remember it"}, {"name": "GrapheneOS – When an app is slow", "url": "https://blog.wirelessmoves.com/2026/09/grapheneos-when-an-app-is-slow.html", "source": "hn", "stars": 76, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-28", "one_line": "写作类开源项目：GrapheneOS – When an app is slow"}, {"name": "Show HN: Free alternative to graphics design giants", "url": "https://scissor.studio/", "source": "hn", "stars": 101, "license": "无", "category": "设计", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-28", "one_line": "Show HN: 免费 alternative to graphics 设计 giants"}, {"name": "Nissan's third generation e-POWER powertrain", "url": "https://www.nissan-global.com/EN/INNOVATION/TECHNOLOGY/ARCHIVE/E_POWER_GEN3/", "source": "hn", "stars": 153, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-28", "one_line": "Nissan's third 生成 e-POWER powertrain"}, {"name": "Pacing the Frontier is not the actual goal for AI labs", "url": "https://www.lesswrong.com/posts/Nm4ewbYovtjq69dvH/pacing-the-frontier-is-not-the-actual-goal-for-ai-labs", "source": "hn", "stars": 70, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-28", "one_line": "Pacing the Frontier is not the actual goal 面向 AI labs"}, {"name": "Flock Wants the Most Detailed Map of Its Surveillance Cameras Taken Offline", "url": "https://theintercept.com/2026/09/24/how-many-flock-devices-in-united-states-300000/", "source": "hn", "stars": 154, "license": "无", "category": "视频", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-28", "one_line": "视频类开源项目：Flock Wants the Most Detailed Map of Its Surveillance Cameras Taken Offline"}, {"name": "Reading’s Bayeux Tapestry", "url": "https://diamondgeezer.blogspot.com/2026/09/readings-bayeux-tapestry.html", "source": "hn", "stars": 76, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-26", "one_line": "写作类开源项目：Reading’s Bayeux Tapestry"}, {"name": "13 Months Sober (2025)", "url": "https://www.bobbytables.io/p/13-months-sober", "source": "hn", "stars": 83, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-28", "one_line": "其它类开源项目：13 Months Sober (2025)"}, {"name": "Malleable software: Restoring user agency in a world of locked-down apps (2025)", "url": "https://www.inkandswitch.com/essay/malleable-software/", "source": "hn", "stars": 151, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-27", "one_line": "其它类开源项目：Malleable software: Restoring user agency in a world of locked-down apps (2025)"}, {"name": "Prompting Claude Opus 5.5", "url": "https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/prompting-claude-opus-5-5", "source": "hn", "stars": 195, "license": "无", "category": "模型", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-28", "one_line": "模型类开源项目：Prompting Claude Opus 5.5"}, {"name": "Show HN: TinyAIArena watch AI agents battle it out", "url": "https://tinyaiarena.com/", "source": "hn", "stars": 117, "license": "无", "category": "模型", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-27", "one_line": "Show HN: TinyAIArena watch AI 智能体 battle it out"}, {"name": "S3 Is the Future, S3 Is the Past", "url": "https://btrblocks.com/blog/s3_is_the_future_and_the_past/", "source": "hn", "stars": 77, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-25", "one_line": "写作类开源项目：S3 Is the Future, S3 Is the Past"}, {"name": "Modern Object Pascal Introduction for Programmers", "url": "https://castle-engine.io/modern_pascal", "source": "hn", "stars": 199, "license": "无", "category": "编程", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-24", "one_line": "现代 Object Pascal Introduction 面向 Programmers"}, {"name": "Turning GLM-5.3-Flash into a Jev-like decision model", "url": "https://www.privatemode.ai/blog/system-one-from-glm-flash", "source": "hn", "stars": 135, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-26", "one_line": "Turning GLM-5.3-Flash into a Jev-like decision 模型"}, {"name": "Using LLMs to trace alchemical knowledge and decode 17th century letters", "url": "https://resobscura.substack.com/p/ai-labs-need-to-start-funding-historical", "source": "hn", "stars": 173, "license": "无", "category": "模型", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-24", "one_line": "基于 LLMs to trace alchemical knowledge 和 decode 17th century letters"}, {"name": "Evolving programming languages in the AI era", "url": "https://dashbit.co/blog/evolving-ai-era", "source": "hn", "stars": 137, "license": "无", "category": "编程", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-25", "one_line": "编程类开源项目：Evolving programming languages in the AI era"}, {"name": "Boards of Casio", "url": "https://www.ambionix.com/blog/boards-of-casio/", "source": "hn", "stars": 135, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-25", "one_line": "写作类开源项目：Boards of Casio"}, {"name": "How one Twitch chat message became code execution on a streamer’s PC", "url": "https://blog.scrt.ch/2026/09/22/how-one-twitch-chat-message-became-code-execution-on-a-streamers-pc/", "source": "hn", "stars": 67, "license": "无", "category": "写作", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-26", "one_line": "How one Twitch 对话 message became 代码 execution on a streamer’s PC"}, {"name": "Entering and Breaking the Avast Antivirus Sandbox Part 2", "url": "https://www.safateam.com/intelligence-hub/research/technical-articles/cve-2025-13032-entering-and-breaking-the-avast-antivirus-sandbox-part-2", "source": "hn", "stars": 115, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-25", "one_line": "Entering 和 Breaking the Avast Antivirus Sandbox Part 2"}, {"name": "Why 'What's Opera, Doc?' looks like that", "url": "https://animationobsessive.substack.com/p/why-whats-opera-doc-looks-like-that", "source": "hn", "stars": 163, "license": "无", "category": "视频", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-23", "one_line": "Why 'What's Opera, Doc?' looks like 可"}, {"name": "Research finds 485 chemicals in US pesticide products linked to breast cancer", "url": "https://www.theguardian.com/us-news/2026/sep/26/breast-cancer-us-pesticide-products", "source": "hn", "stars": 93, "license": "无", "category": "编程", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-28", "one_line": "编程类开源项目：Research finds 485 chemicals in US pesticide products linked to breast cancer"}, {"name": "The Board Game of the Alpha Nerds (2014)", "url": "https://grantland.com/features/diplomacy-the-board-game-of-the-alpha-nerds/", "source": "hn", "stars": 122, "license": "无", "category": "其它", "activity": 30, "popularity": 7, "usability": 0, "compliance": 0, "score_total": 37, "verdict": "淘汰", "last_commit_or_update": "2026-09-24", "one_line": "其它类开源项目：The Board Game of the Alpha Nerds (2014)"}, {"name": "jishnu-kv/WinUI-3-Apps-List", "url": "https://github.com/jishnu-kv/WinUI-3-Apps-List", "source": "github", "stars": 779, "license": "无", "category": "设计", "activity": 30, "popularity": 3, "usability": 3, "compliance": 0, "score_total": 36, "verdict": "淘汰", "last_commit_or_update": "2026-09-13", "one_line": "A curated collection of over 800+ apps 可 embrace the WinUI 设计"}, {"name": "ravi-ojha/startuptoolbox", "url": "https://github.com/ravi-ojha/startuptoolbox", "source": "github", "stars": 536, "license": "无", "category": "设计", "activity": 30, "popularity": 3, "usability": 3, "compliance": 0, "score_total": 36, "verdict": "淘汰", "last_commit_or_update": "2026-09-04", "one_line": "设计类开源项目：The startup founder toolbelt. A forever-updating crowdsourced collection"}, {"name": "CommandCodeAI/command-code", "url": "https://github.com/CommandCodeAI/command-code", "source": "github", "stars": 4060, "license": "无", "category": "编程", "activity": 25, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 35, "verdict": "淘汰", "last_commit_or_update": "2026-08-15", "one_line": "Command 代码 AI — the best 编程 智能体 面向 open 模型"}, {"name": "naxiaoduo/1000UserGuide", "url": "https://github.com/naxiaoduo/1000UserGuide", "source": "github", "stars": 4066, "license": "无", "category": "编程", "activity": 25, "popularity": 7, "usability": 3, "compliance": 0, "score_total": 35, "verdict": "淘汰", "last_commit_or_update": "2026-08-13", "one_line": "1000UserGuide：对独立开发者和创业者来说，找到前1000个早期用户太关键了。这里精心整理了300多个国内外渠道，适合独立开发者和创业者推广产品的渠道。"}, {"name": "smixs/creative-director-skill", "url": "https://github.com/smixs/creative-director-skill", "source": "github", "stars": 229, "license": "CC-BY-4.0", "category": "编程", "activity": 23, "popularity": 3, "usability": 0, "compliance": 8, "score_total": 34, "verdict": "淘汰", "last_commit_or_update": "2026-08-08", "one_line": "World-class creative director in a skill. Methodology-driven ideation (SIT, TRIZ, Lateral Thinking, bisociation) + a Cannes Lions evaluation engine, powered by a 库 of 571 legendary award-winning cases"}, {"name": "darkly-art/darkly", "url": "https://github.com/darkly-art/darkly", "source": "github", "stars": 352, "license": "NOASSERTION", "category": "设计", "activity": 30, "popularity": 3, "usability": 0, "compliance": 0, "score_total": 33, "verdict": "淘汰", "last_commit_or_update": "2026-09-27", "one_line": "Forbidden 编辑器 面向 Artists 😈"}, {"name": "laresbernardo/lares", "url": "https://github.com/laresbernardo/lares", "source": "github", "stars": 240, "license": "NOASSERTION", "category": "数据", "activity": 30, "popularity": 3, "usability": 0, "compliance": 0, "score_total": 33, "verdict": "淘汰", "last_commit_or_update": "2026-09-28", "one_line": "分析 & Machine Learning R Sidekick"}, {"name": "Jermic/awesome-aiart-pics-prompts", "url": "https://github.com/Jermic/awesome-aiart-pics-prompts", "source": "github", "stars": 503, "license": "无", "category": "设计", "activity": 24, "popularity": 3, "usability": 3, "compliance": 0, "score_total": 30, "verdict": "淘汰", "last_commit_or_update": "2026-08-11", "one_line": "🎨 精选 3000+ Gemini Nano Banana Pro 高质量提示词与生成案例 | 涵盖摄影、设计、艺术、营销等多领域 | 双语支持 | JSON 格式"}]}